Loyalty management innovator Aimia’s transformation journey to modernized IT
The next BriefingsDirect Voice of the Customer digital business transformation case study examines how loyalty management innovator Aimia is modernizing, consolidating, and standardizing its global IT infrastructure.As a result of rapid growth and myriad acquisitions, Montreal-based Aimia is in a leapfrog mode -- modernizing applications, consolidating data centers, and adopting industry standard platforms. We'll now learn how improving end-user experiences and leveraging big data analytics helps IT organizations head off digital disruption and improve core operations and processes. To describe how Aimia is entering a new era of strategic IT innovation, we're joined by André Hébert, Senior Vice President of Technology at Aimia in Montreal.
The discussion is moderated by BriefingsDirect's Dana Gardner
, Principal Analyst at Interarbor Solutions.
Here are some excerpts:Gardner: What are some of the major drivers that have made you seek a common IT strategy?
Hébert: If you go back in time, Aimia grew through a bunch of acquisitions. We started as Aeroplan, Air Canada's frequent flyer program and decided to go in the loyalty space. That was the corporate strategy all along. We acquired two major companies, one in the UK and one that was US-based, which gave us a global footprint. As a result of these acquisitions, we ended up with quite a large IT footprint worldwide and wanted to look at ways of globalizing and also consolidating our IT footprint. Gardner: For many people, when they think of a loyalty program, it's frequent flyer miles, perhaps points at a specific retail outlet, but this varies quite a bit market to market around the globe. How do you take something that's rather fractured as a business and make it a global enterprise? Hébert: We've split the business into two different business units. The first one is around coalition loyalty. This is where Aimia actually runs the program. Good examples are Aeroplan in Canada or Nectar in the UK, where we own the currency, we operate the program, and basically manage all of the coalition partners. That's one side.
The other side is what we call our global loyalty solutions. This is where we run loyalty programs for other companies. Through our standard technology, we set up a technology footprint within the customer site or preferably in one of our data centers and we run the technology, but the program is often white-labeled, so Aimia's name doesn't appear anywhere. We run it for banks, retailers and many industry verticals.
Almost like money
Gardner: You mentioned the word currency, and as I think about it, loyalty points are almost like money -- it is currency -- it can be traded, and it can be put into other programs. Tell us about this idea. Are you operating almost like a bank or a virtual currency trader of some sort?
Hébert: You could say that the currency is like money. It is accumulated. If you look at our systems, they're very similar to bank-account systems. So our systems are like banks'. If you look at debit and credit transactions, they mimic the accumulation and redemption transactions that our members do.
Gardner: What's been your challenge from an IT perspective to allow your company to thrive in this digital economy?
Hébert: Our biggest challenge was how large the technology footprint was. We still operate many dozens of data centers across the globe. The project with HPE is to consolidate all of our technology footprint into four Tier 3 data centers that are scattered across the globe to better serve our customers. Those will benefit from the best security standards and extremely robust data-center infrastructure.
On the infrastructure side, it's all about simplifying, consolidating, virtualizing, using the cloud, leveraging the cloud, but in a virtual private way, so that we also keep our data very secured. That's on the infra side. On the application side, we probably have more applications than we have customers. One of the big drivers there is that we have a global product strategy. Several loyalty products have now been developed. We're slowly migrating all of our customers over to our new loyalty systems that we've created to simplify our application portfolios. We have a large number of applications today, and the plan is to try to consolidate all these applications into key products that we've been developing over the last few years.
We've shopped around for a partner that can help us in that space and we thought that HPE had the best credentials, the best offer for us to go forward.
Gardner: That’s quite a challenge. You're modernizing and consolidating applications. At the same time, you're consolidating and modernizing your infrastructure. It reminds me of what HPE did just a few years ago when it decided to split and to consolidate many data centers. Was that something that attracted you to HPE, that they have themselves gone through a similar activity?
Hébert: Yes, that is one of the reasons. We've shopped around for a partner that can help us in that space and we thought that HPE had the best credentials, the best offer for us to go forward.
Virtual Private Cloud (VPC), a solution that they have offered, is both innovative, yet it is virtual and private. So, we feel that our customer’s data will be significantly more secure than just going to any public cloud.
Gardner: How is consolidating applications and modernizing infrastructure at the same time helping you to manage these compliance and data-protection issues?
Raising the bar
Hébert: The modernization and infrastructure consolidation is, in fact, helping greatly in continuing to secure data and meet ever more difficult security standards, such as PCI and DSS 3.0. Through this process, we're going to raise the bar significantly over data privacy.
Gardner: André, a lot of organizations don't necessarily know how to start. There's so much to do when it comes to apps, data, infrastructure modernization and, in your case, moving to VPC. Do you have any thoughts about how to chunk that out, how to prioritize, or are you making this sort of a big bang approach, where you are going to do it all at once and try to do it as rapidly as possible? Do you have a philosophy about how to go about something so complex?
Hébert: We've actually scheduled the whole project. It’s a three-year journey into the new HPE world. We decided to attack it by region, starting with Canada and the US, North America. Then, we moved on to zooming into Asia-Pacific, and the last phase of the project is to do Europe. We decided to go geographically.
The program is run centrally from Canada, but we have boots on the ground in all of those regions. HPE has taken the lead into the actual technical work. Aimia does the support work, providing documentation, helping with all of the intricacies of our systems and the infrastructure, but it's a co-led project, with HPE doing the heavy lifting.
Gardner: Something about costs comes to mind when you go standard. Sometimes, there are some upfront cost, you have to leapfrog that hurdle, but your long-term operating costs can be significantly lower. What is it about the cost structure? Is it the standardized infrastructure platforms, are you using cheaper hardware, is it open source software, all the above? How do you factor this as a return on investment (ROI) type of an equation?
Hébert: It’s all of the above. Because we're right in the middle of this project, it will allow us to standardize, to evergreen, a lot of our technology that was getting older. A lot of our servers were getting old. So, we're giving the infrastructure a shot in the arm as far as modernization.
From a VPC point of view, we're going to leverage this internal cloud much more significantly. From a CPU point of view, and from an infrastructure point of view, we're going to have significantly fewer physical servers than what we have today. It's all operated and run by HPE. So, all of the management, all of the ITO work is done by HPE, which means that we can focus on apps, because our secret sauce is in apps, not in infrastructure. Infrastructure is a necessary evil.
Gardner: That brings up another topic, DevOps. When you're developing, modernizing, or having a continuous-development process for your applications, if you have that cloud and infrastructure in place and it’s modern, that can allow you to do more with the development phase. Is that something you've been able to measure at all in terms of the ability to generate or update apps more rapidly?
Hébert: We're just dipping our toe into advanced DevOps, but definitely there are some benefits around that. We're currently focused on trying to get more value from that.
Gardner: When you think about ROI, there are, of course, those direct costs on infrastructure, but there are ancillary benefits in terms of agility, business innovation, and being able to come to market faster with new products and services. Is that something that is a big motivator for you and do you have anything to demonstrate yet in terms of how that could factor?
Hébert: We're very much focused right now on what I would say is Relationship 1.0, but HPE was selected as a partner for their ability to innovate. They also are in a transition phase, as we all know, so while we're focused on getting the heavy lifting done, we're focusing on innovation and focusing on new projects with HPE. We actually call that Relationship 2.0.
Gardner: For others who are looking at similar issues -- consolidation, modernization, reducing costs over time, leveraging cloud models -- any words of advice now that you are into this journey as to how to best go about it or maybe things to avoid?
Hébert: When we first looked at this, we thought that we could do a lot of that consolidation work ourselves. Consolidating 42 data centers into 4 is a big job, and where HPE helps in that regard is that they bring the experience, they bring the teams, and they bring the focus to this.
We probably could have done it ourselves. It probably would have cost more and it probably would have taken longer. One of the benefits that I also see is that HPE manages thousands and thousands of servers. With their ability to automate all of the server management, they've taken it to a level. As a small company, we couldn’t afford to do all of the automation that they can afford doing on these thousands of servers.
We probably could have done it ourselves. It probably would have cost more and it probably would have taken longer.
Gardner: Before we close out, André, looking to the future -- two, three, four years out -- when you've gone through this process, when you've gotten those modern apps and they are running on virtual private clouds and you can take advantage of cloud models, where do you see this going next?
Do you have some ideas about mobile applications, about different types of transactional capabilities, maybe getting more into the retail sector? How does this enable you to have even greater growth strategically as a company in a few years?
Hébert: If you start with the cloud, the world is about to see a very different cloud model. If you fast forward five years, there will be mega clouds, and everybody will be leveraging these clouds. Companies that actually purchase servers will be a thing of the past.
When it comes to mobile, clearly Aimia’s strategy around mobile is very focused. The world is going mobile. Most apps will require mobile support. If you look at analytics, we have a whole other business that focuses on analytics. Clearly, loyalty is all about making all this data make sense, and there's a ton of data out there. We have got a business unit that specializes in big data, in advanced analytics, as it pertains to the consumers, and clearly for us it is a very strategic area that we're investing in significantly.Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Hewlett Packard Enterprise.
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Big data and cloud combo spark momentous genomic medicine advances at HudsonAlpha
he next BriefingsDirect
Voice of the Customer IT innovation case study explores how the HudsonAlpha Institute for Biotechnology
engages in digital transformation for genomic research
and healthcare paybacks.
We'll learn how HudsonAlpha leverages modern IT infrastructure and big-data analytics
to power a pioneering research project incubator and genomic medicine innovator.T
o describe new possibilities for exploiting cutting-edge IT infrastructure and big data analytics for potentially unprecedented healthcare benefits, we're joined by Dr. Liz Worthey
, Director of Software Development and Informatics at the HudsonAlpha Institute for Biotechnology in Huntsville, Alabama. The discussion is moderated by BriefingsDirect's Dana Gardner
, Principal Analyst at Interarbor Solutions.
Here are some excerpts:Gardner:
It seems to me that genomics research and IT have a lot in common. There's not much daylight between them -- two different types of technology, but highly interdependent. Have I got that right?Worthey:
Absolutely. It used to be that the IT infrastructure was fairly far away from the clinic or the research, but now they're so deeply intertwined that it necessitates many meetings a week between the leadership of both in order to make sure we get it right.Gardner:
And you have background in both. Worthey:
My background is primarily on the biology side, although I'm Director of Informatics and I've spent about 20 years working in the software-development and informatics
side. I'm not IT Director, but I'm pretty IT savvy, because I've had to develop that skill set over the years. My undergraduate degree was in immunology, and since then, my focus has really been on genetics informatics and bioinformatics
Please describe what genetic informatics or genomic informatics is for our audience.Worthey:
Since 2003, when we received the first version of a human reference genome
, there's been a large field involved in the task of extracting knowledge that can be used for society and health from genomic data.
A [human] genome is 3.2 billion nucleotides
in length, and in there, there's a lot of really useful information. There's information about which diseases that individual may be more likely to get and which diseases they will get.
It’s also information about which drugs they should and shouldn't take; information about which types of procedures, surveillance procedures, what colonoscopies they should have. And so, the clinical aspects of genomics are really developing the analytical capabilities to extract that data in real time so that we can use it to help an individual patient.
On top of that, there's also a lot of research. A lot of that is in large-scale studies across hundreds of thousands of individuals to look for signals that are more difficult to extract from a single genome. Genomics, clinical genomics, is all of that together.Parallel trajectoryGardner:
Where is the societal change potential in terms of what we can do with this information and these technologies?Worthey:
Genomics has existed for maybe 20 years, but the vast majority of that was the first step. Over the last six years, we've taken maybe the second or third step in a journey that’s thousands of steps long.
We're right on the edge. We didn’t used to be able to do this, because we didn't have any data. We didn't have the capability to sequence
a genome cheaply enough to sequence lots. We also didn't have the storage capabilities to store that data, even if we could produce it, and we certainly didn't have enough compute to do the analysis, infrastructure-wise. On top of that, we didn’t actually have the analytical know-how or capabilities either. All of that is really coalescing at the same time.A
s we are doing genomics, and that technology and the sequencing side has come up, the compute and the computing technologies have come up at the time. They're feeding each other, and genomics is now driving IT to think about things in a very different way.Gardner:
Let's dive into that a little bit. What are the hurdles technologically for getting to where you want to be, and how do you customize that or need to customize that, for your particular requirements?Worthey:
There are a number of hurdles. Certainly, there are simpler hurdles that we have to get past, like storage, storage tied with compression. How do you compress that data to where you can store millions of genomes at a price that's affordable.
A bigger hurdle is the ability to query information at a lot of disparate sites. When we think about genomic medicine, one of the things that we really want do is share data between institutions that are geographically diverse. And the data that we want to share is millions of data points, each of which has hundreds or thousands of annotations or curations.
When we think about genomic medicine, one of the things that we really want do is share data between institutions that are geographically diverse.
Those are fairly complex queries, even when you're doing it in one site, but in order to really change the practice of medicine, we have to be able to do that regionally, nationally, and globally. So, the analytics questions there are large.
We have 3.2 billion data points for each individual. The data is quite broad, but it’s also pretty deep. One of the big problems is that we don’t have all the data that we need to do genomic medicine. There's going to be data mining -- generate the data, form a hypothesis, look at the data, see what you get, come back with a new hypothesis, and so on.
Finally, one of the problems that we have is that a lot of algorithms that you might use only exists in the brains of MDs, other clinical folks, or researchers. There is really a lot of human computer interaction work to be done, so that we can extract that knowledge.
There are lots of problems. Another big problem is that we really want to put this knowledge in the hands of the doctor while they have seven minutes to see the patient. So, it’s also delivery of answers at that point in time, and the ability to query the data by the person who is doing the analysis, which ideally will be an MD.Cloud technologyGardner:
Interestingly, the emergence of cloud methods and technology over the past five or 10 years would address some of those issues about distributing the data effectively -- and also perhaps getting actionable intelligence to a physician in an actual critical-care environment. How important is cloud to this process and what sort of infrastructure would be optimal for the types of tasks that you have in mind?Worthey:
If you had asked me that question two years ago, on the genomic medicine side, I would have said that cloud isn't really part of the picture. It wasn't part of the picture for anything other than business reasons. There were a lot of questions around privacy and sharing of healthcare information, and hospitals didn’t like the idea.
They're very reluctant to move to the cloud. Over the last two years, that has started to change
. Enough of them had to decide to do it, before everybody would view it as something that was permissible.
Cloud is absolutely necessary in many ways, because we have periods where lots of data that has to be computed and analytics has to be run. Then, we have periods where new information is coming off the sequencer. So, it’s that perfect crest and trough.
If you don't have the ability to deal with that sort of fluctuation, if you buy a certain amount of hardware and you only have it available in-house, your pipeline becomes impacted by the crests and then often sits idle for a long time.B
ut it’s also important to have stuff in-house, because sometimes, you want to do things in a different way. Sometimes, you want to do things in a more secure manner.
It's kind of our poster child for many of the new technologies that are coming out
that look at both of those, that allow you to run things in-house and then also allow you to run the same jobs on the same data in the cloud as well. So, it’s key.Gardner:
That brings me to the next question about this concept of genomics as a service or a platform to support genomics as a service. How do you envision that and how might that come about?Worthey:
When we think about the infrastructure to support that, it has to be something flexible and it has to be provided by organizations that are able to move rapidly, because the field is moving really quickly.
It has to be infrastructure that supports this hypothesis-driven research, and it has to be infrastructure that can deal with these huge datasets. Much of the data is ordered, organized, and well-structured, but because it's healthcare, a lot of the information that we use as part of the interpretation phase of genomic medicine is completely unstructured. There needs to be support for extraction of data from silos.
My dream is that the people who provide these technologies will also help us deal with some of these boundaries, the policy boundaries, to sharing data, because that’s what we need to do for this to become routine.Data and policyGardner:
We've seen some of that when it comes to other forms of data, perhaps in the financial sector. More and more, we're seeing tokenization, authentication, and encryption, where data can exist for a period of time with a certain policy attached to it, and then something will happen if the data is a result for that policy. Is that what you're referring to?Worthey:
Absolutely. It's really interesting to come to a meeting like HPE Discover
because you get to see what everybody else is doing in different fields. Much of the things that people in my field have regarded as very difficult are actually not that hard at all; they happen all the time in other industries.
A lot of this -- the encryption, the encrypted data sharing, the ability to set those access controls in a particular way that only lasts for a certain amount of time for a particular set of users -- seems complex, but it happens all the time in other fields
. A big part of this is talking to people who have a lot of experience in a regulated environment. It’s just not this regulated environment and learning the language that they use to talk to the people that set policy there and transferring that to our policy makers and ideally getting them together to talk to one another.Gardner:
Liz, you mentioned the interest layers in getting your requirements to the technology vendors, cloud providers, and network providers. Is that under way? Is that something that's yet to happen? Where is the synergy between the genomic research community and the technology-vendor platform provider community?
This is happening fast. For genomics, there's been a shift in the volume of genomic data that we can produce with some new sequencing technology that's coming.Worthey:
This is happening fast. For genomics, there's been a shift in the volume of genomic data that we can produce with some new sequencing technology that's coming. If you're a provider of hardware or service user solutions to deal with big data, looking at genomics, as the people here are probably going to overtake many of those other industries in terms of the volume and complexity of the data that we have.
The reason that that's really interesting is because then you get invited to come and talk at forums, where there's lots of technology companies and you make them aware of the work that has to be done in the field of medicine, and in genomic research, and then you can start having those discussions.
A lot of the things that those companies are already doing, the use cases, are similar and maybe need some refinement, but a lot of that capability is already there.Gardner:
It's interesting that you’ve become sort of the “New York” of use cases. If you can make it there, you can make it anywhere. In other words, if we can solve this genomic data issue and use the cloud fruitfully to distribute and gather -- and then control and monitor the data as to where it should be under what circumstances -- we can do just about anything.
Correct me if I am wrong, though. We're using data in the genomic sense for population groups. We're winnowing those groups down into particular diseases. How farfetched is it to think about individuals having their own genomic database that would follow them like an authenticated human design? Is that completely out of the bounds? How far would that possibly be?Technology is thereWorthey:
I’ve had my genome sequenced, and it’s accessible. I could pick it up and look at it on the tools that I developed through my phone sitting here on the table. In terms of the ability to do that, a lot of that technology is already here.
The number of people that are being sequenced is increasing rapidly. We're already using genomics to make diagnosis in patients and to understand their drug interactions. So, we are here.
One of the things that we are talking about just now is, at what point in a person’s life should you sequence their genome. I and a number of other people in the field believe that that is earlier, rather than later, before they get sick. Then, we have that information to use when they get those first symptoms. You are not waiting until they're really ill before you do that.
I can’t imagine a future where that's not what's going to happen, and I don’t think that future is too far away. We're going to see it in our lifetimes, and our children are definitely going to see it in theirs.
The data that we already have, clinical information, is really for that one person, but your genome is shared among your family, even distant relatives that you’ve never met.Gardner:
The inhibitors, though, would be more of an ethical nature, not a technological nature.Worthey:
And policy, and society; the society impact of this is huge.
The data that we already have, clinical information, is really for that one person, but your genome is shared among your family, even distant relatives that you’ve never met. So, when we think about this, there are many very hard ethical questions that we have to think about. There are lots of experts that are working on that, but we can’t let that get in the way of progress. We have to do it. We just have to make sure we do it right.Gardner:
To come back down a little bit toward the technology side of things, seeing as so much progress has been made and that there is the tight relationship between information technology and some of the fantastic things that can happen with the proper knowledge around genomic information, can you describe the infrastructure you have in place? What’s working? What do you use for big-data infrastructure, and cloud or hybrid cloud as well?Worthey:
I'm not on the IT side, but I can tell you about the other side and I can talk a little bit on the IT side as well. In terms of the technologies that we use to store all of that varying information, we're currently using Hadoop
and Mongo DB
. We finished our proof of concept with HPE, looking at their Vertica
We have to work out what the next steps might be for our proof of concept. Certainly, we’re very interested in looking at the solutions that they have in here. They fit with our needs. The issue that’s been addressed on that side is lots of variants, complex queries, that you need to answer really fast.O
n the other side, one of the technological hurdles that we have to meet is the unstructured data. We have electronic health record (EHR)
information that’s coming in. We want to hook up to those EHRs and we want to use systems to process that data to make it organized, so that we can use it for the interpretation part.In-house solutionW
e developed in-house solutions that we're using right now that allow humans to come in and look at that data and select the terms from it. So, you’d select disease terms. And then, we have in-house solutions to map them to the genomic side. We're looking at things like HPE’s IDOL
as a proof-of-concept (POC) on that side. We're talking to some EHR companies about how to hook up the EHR to those solutions to our software to make it a seamless product and that would give us all that.
In terms of hardware, we do have HPE hardware in-house. I think we have 12 petabytes of their storage. We also have data direct network hardware, a general parallel file system solution. We even have things down to graphics processors for some of the analysis that we do. We’ve a large deck of such GPUs
because in some cases it’s much faster for some other types of problems that we have to solve. So we are pretty IT-rich, a lot of heavy investment on the IT side.Gardner:
And cloud -- any preference to the topology that works for you architecturally for cloud, or is that still something you are toying with?
We not only do the research and the clinical, but we also have a lab that produces lots of data for other customers, a lab that produces genomic data as a service.Worthey:
We're currently looking at three different solutions that are all cloud solutions. We not only do the research and the clinical, but we also have a lab that produces lots of data for other customers, a lab that produces genomic data as a service.
They have a challenge of getting that amount of data returned to customers in a timely fashion. So, there are solutions that we're looking at there. There are also, as we talked at the start, solutions to help us with that in-flow of the data coming off the sequencers and the compute -- and so we're looking at a number of different solutions that are cloud-based to solve some of those challenges.Gardner:
Before we close, we’ve talked about healthcare and population impacts, but I should think there's also a commercial aspect to this. That kind of information will lend itself to entrepreneurial activities, products and services, a great demand in the marketplace? Is that something you're involved with as well, and wouldn’t that help foot the bill for some of these many costly IT infrastructure investments?Worthey:
One of the ways that HudsonAlpha Institute was set up was just that model. We have a research, not-for-profit side, but we also have a number of affiliate companies that are for-profit, where intellectual property and ideas can go across to that site and be used to generate revenue that fund the research and keep us moving and be on the cutting-edge.
We do have a services lab that does genomic sequencing in analytics. You can order that from them. We also service a lot of people who have government contracts for this type of work. And then, we have an entity called Envision Genomics
. For disclosure, I'm one of founders
of that entity. It’s focused on empowering people to do genomic medicine and working with lots of different solution providers to get genomic medicine being done everywhere it’s applicable.Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Hewlett Packard Enterprise.
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It’s not just about maximizing the amount of storage, though — you also want the space available to be efficient. It won’t do you any good to make use of old, outdated hard drives or storage systems. Read-write speeds won’t be able to keep up with customer demand.
Don’t forget ...Read More on Datafloq
How Holographic Computing can Transform the Construction and Architecture Industries
The construction industry is a multibillion-dollar industry. Yet, many of their processes have remained unchanged. Even though many technologies have been introduced to the construction and architecture industry over the last decade, holographic computing enabled by IoT devices like Microsoft Hololens is fundamentally changing how people visualize things, collaborate, and work in the construction industry.
Microsoft’s HoloLens, one-of-a-kind wearable holographic computer, is a revolutionary gizmo powered by Windows 10 that enables users to interact with high-definition holograms in the real world. In other words, it lets you see how holograms melded with reality. This enables architects and construction managers to be more imaginative while changing the way they think about design.
A gaze into the current scenario
Architects have to deal with space, shapes, and 3D objects as part of their job. Moreover, they need to create designs, translate them into a set of 2D documents. It has always been a difficult part for architects, engineers, contractors to collaborate remotely and interpret physical and digital information as well as dimensional relationships more effectively.
Until now, paper drawings have been one of the most common and effective ways to interact with each other and show the dynamics. Though a few sophisticated software and tools are ...Read More on Datafloq
Why the 2016 Hype Cycle for Emerging Technologies is all about Data
Every year, Gartner published the Gartner Hype Cycle for Emerging Technologies and today revealed the 2016 edition. Last year, Gartner tempered the expectations of Big Data, by predicting it would take another 5-10 before it would reach the plateau of productivity. This year, Gartner finally added “emerging” technologies such as the Blockchain and Machine Learning. Let’s have a look at the 2016 Hype Cycle for Emerging Technologies and see what it means.
Gartner identified three key technology trends that organisations need to track in order to gain competitive advantage:
1. The Perceptual Smart Machine Age
Gartner added ‘General Purpose Machine Intelligence’ as an ‘Innovation Trigger’ to this year’s hype cycle and expects it to take more than 10 years to reach the plateau of productivity. Of course, machine intelligence is nothing new, but that is (very) specific machine intelligence, i.e. a machine is extremely good in doing one, simple, task. General purpose machine intelligence is something different and requires extreme amounts of computing power and near-endless amounts of data, which is why it will probably take a lot longer. It is also called Artificial General Intelligence and it is an emerging field dealing with the development of ‘thinking machines’ with intelligence that is ...Read More on Datafloq
5 Ways to Use Geo-Location Data to Transform Your Retail Marketing Strategy
Mobile has completely transformed the retail landscape. According to Pew’s October 2015 research, 68% of Americans have smartphones and 45% have tablet computers. Mobile ownership is growing at record speeds, giving retailers unprecedented opportunities to target consumers by their geolocation data. The ability for mobile devices to track and report a person’s location in real time with a reliable degree of accuracy continues to evolve as new technologies continue to revolutionize the mobile landscape.
Here’s a look at 5 ways retailers to boost customer acquisition and retention by tapping into a consumer’s geolocation data.
Beacon technology allows brands to pinpoint where a customer is at any given moment, and then send them push notifications with coupons, promotions or other targeted offers. The use of beacons is further transforming the shift to mobile commerce by providing immediate relevancy and value to customers. For example, a clothing retailer store may send a promotion to a consumer near their location or while the individual is visiting a competitor.
A study conducted by beacon platform Swirl found that 73 percent of shoppers who received a beacon-triggered message on their smartphone said it increased their likelihood of making a purchase during a store visit, while 61 percent said the message ...Read More on Datafloq
5 Ways Big Data is Changing the Gambling Industry
Microgaming was the first online gambling website, launched in 1994. Since its introduction, the gambling industry has come a long way towards full digitalization. Today, when online gambling has become insanely popular, casinos need to acquire advanced big data tools in order to accurately determine the odds and personalize their games for different types of players. Most industry leaders have already hired teams of big data engineers and technicians. In this article we will try to determine how big data influences the gambling industry.
It helps bookmakers establish more realistic odds
Bookmakers were the first gambling professionals who implemented big data analysis in their work processes. Big data helps them analyze previous games, determine winning and point scoring patterns and establish more realistic odds. A survey conducted by Talented has determined that more than 72% of UK bookmaking customers believe that their bookmaker doesn’t offer them a personalized service.
Also, 67% of gamblers will be loyal to the brand that offers a more customized service. Personalization of the bookmaking process can be done by introducing tailored odds and offers, exclusive offers in real time and targeted push notifications.
It helps poker players in developing their game strategies
In recent years, poker has become much more ...Read More on Datafloq
Why Blending Data Analytics and Gut-Feeling Benefits your Business
Understanding the impact of Big Data is not self-evident for many companies. Big Data offers almost endless possibilities and as such organizations are overwhelmed. Big Data requires different technologies, new IT systems, new processes and a different way of working. In addition, Big Data requires a different culture and changing your company culture is always hard, especially when new technology is involved.
In order to be successful with big data, you need a culture that incorporates data-driven decision-making. That does not mean, however, that organizations should only focus on big data analytics and that they should ignore gut-feeling. Gut-feeling, or intuitive synthesis, is an important aspect of decision-making and successful companies are capable of combining the two in what has become known as Design Thinking.
Design Thinking; A Creative and Data-Driven Process
In the past decade, design thinking, also known as a human-centered approach to innovation, has become a popular practice at organizations from around the world to generate innovative and competitive strategies. Although the history of design thinking can be traced back to the 1960s, the adaptation of design thinking for business purposes followed in 1991 by the founder of IDEO, David Kelley. Specialized design thinking firms such as IDEO help organizations create ...Read More on Datafloq
Behind the Scenes with IoT; How Big Data Can Help
It is hard to avoid hearing the term IoT or the tremendous business opportunities created by IoT. But what does IoT really mean to the beneficiary (i.e., the end using customer)? What happens behind the scene?
The Internet of Things (IoT), as defined by Wikipedia, is the network of physical devices, vehicles, buildings and other items—embedded with electronics, software, sensors, actuators, and network connectivity that enable these objects to collect and exchange data.
This definition does not give enough credit to what happens beyond the physical devices.
The Scope of IoT
The IoT opportunity is commonly segmented into unique industries and applications as pictured in the figure below provided by IoT Analytics.
The beneficiaries' perception of IoT will most certainly vary across Industry/Application combinations. Behind the scenes, there are four IoT components that make an IoT application complete. These components seem to be the same across all industries and applications.
Four Components of an IoT Application
Smart Connected Device
A smart connected device is the “Star of the Show” in the IoT world. Examples are Fitbits and Nest thermostats in the consumer world. Smart meters, security monitors, and vehicle tracking in the business world. A device, qualifying as “Smart” and “Connected”, will consist of five layers as shown in Figure 3.
Physical Properties (Form Factor)
What you see ...Read More on Datafloq
What is DataOps and Why Do We Need It?
As businesses churn out more and more data every day, the emergence of a new set of best practices has been helping to improve the coordination between the analysis of this data and the general operation of a business. These best practices are known as DataOps – and they’ve become essential for any business looking to compete in the world of real-time BI.
What is DataOps?
So what exactly is DataOps? It’s essentially a method of managing data, with greater focus on communication and integration. It also promotes automation, as well as collaboration between all of those who will come into contact with the data: the engineers and the data scientists. DataOps bridges the gap between those who collate the data, those who analyse the data and those who will put the findings from that analysis to good use.
Why do we need DataOps?
The first reason we need DataOps – a streamlined, effective process – is because time is of the essence in the world of business. There’s a reason that so much emphasis has been placed on real-time data gathering and analysis – because things move fast, and a new opportunity could arrive and have disappeared within the blink of an eye.
We ...Read More on Datafloq
Machine Learning Becomes Mainstream: How to Increase Your Competitive Advantage
First there was big data – extremely large data sets that made it possible to use data analytics to reveal patterns and trends, allowing businesses to improve customer relations and production efficiency. Then came fast data analytics – the application of big data analytics in real-time to help solve issues with customer relations, security, and other challenges before they became problems. Now, with machine learning, the concepts of big data and fast data analytics can be used in combination with artificial intelligence (AI) to avoid these problems and challenges in the first place.
So what is machine learning, and how can it help your business? Machine learning is a subset of AI that lets computers “learn” without explicitly being programmed. Through machine learning, computers can develop the ability to learn through experience and search through data sets to detect patterns and trends. Instead of extracting that information for human comprehension and application, it will use it to adjust its own program actions.
What does that mean for your business? Machine learning can be used across industries, including but not limited to healthcare, automotive, financial services, cloud service providers, and more. With machine learning, professionals and businesses in these industries can get improved ...Read More on Datafloq
What is Information Governance? Why Do I Need It?
The explosive growth of information has been the defining characteristic of our era, the Age of Information. The amount of data, the number of data sources, the uses for data, and the routes that data travel have all been growing at an exponential rate, creating new industries for defining, processing, collecting, accessing, and curating information. In such an environment, everyone recognizes the importance of information Governance, but how to go about this massive task is harder to grasp.
What is Information Governance (IG)? How does it differ from IT Governance, Information Management, or Data Governance? In this article, we will try to shed a little light on Information Governance – an emerging area of data management that focuses specifically on business processes and compliance issues.
What is Information Governance?
Information governance is a set requirement of rights and responsibility to allow suitable function of different aspects of information ranging valuation, creation, storage, use, archiving and deletion. To use information effectively, information governance includes purposes, policies, standards, processes that helps organization to achieve its goals.
Here, the requirement of decision rights is the determination of ownership of data, and who makes the decisions about it. By defining the decision-makers and owners, we can now assign ...Read More on Datafloq
Cybersecurity crosses the chasm: How IT now looks to the cloud for best security
he next BriefingsDirect
cybersecurity innovation and transformation panel discussion explores how cloud security
is rapidly advancing, and how enterprises can begin to innovate and prevail over digital disruption by increasingly using cloud
We'll examine how a secure content
collaboration services provider removes the notion of organizational boundaries so that businesses can better extend processes. And we'll hear how less boundaries and cloud-based security together support transformative business benefits.T
o share how security technology leads to business innovations, we're joined by Daren Glenister
, Chief Technology Officer at Intralinks
in Houston, and Chris Steffen
, Chief Evangelist for Cloud Security at HPE. The discussion is moderated by BriefingsDirect's Dana Gardner
, Principal Analyst at Interarbor Solutions.
Here are some excerpts:Gardner:
Daren, what are the top three trends driving your need to extend security and thereby preserve trust with your customers?Glenister:
The top thing for us is speed of business, people being able to do business beyond boundaries, and how can they enable the business rather than just protect it. In the past, security has always been about how we shut things down and stop data. But now it's how we do it all securely, and how we perform business outside of the organization. So, it's enabling business.
The second thing we've seen is compliance
. Compliance is a huge issue for most of the major corporations. You have to be able to understand where the data is and who has access to it, and to know who's using it and make sure that they can be completely compliant.
The third thing is primarily around the shift between security inside and outside of the organization
. It's been a fundamental shift for us, and we've seen that security has moved from people's trust in their own infrastructure, versus using a third-party who can provide that security and have a far higher standard, because that’s what they do the whole day, every day. That security shift from on-premise to the cloud is a third big driver for us, and we've seen that in the market.Gardner:
You're in a unique position to be able to comment on this. Tell us about Intralinks
, what the company does, and why security at the edge is part of your core competency
We're a software-as-a-service (SaaS)
provider and we provide secure collaboration for data, wherever that data is, whether it’s inside a corporation or it’s shared outside. Typically, once people share data outside, whether it’s through e-mail or any other method, some of the commercial tools out there have lost control of that data.
We have the ability to actually lock that data down, control that, and put the governance
and the compliance around that to secure that data
, know where the high-value intellectual property (IP)
is, who has access to it, and then be able to even share as well. And, if you’re in a situation of losing data, revoke access to someone who has left the organization.Gardner:
And these are industries that have security as a paramount concern. So, we’re talking about finance and insurance. Give us a little bit more indication of the type of data we’re talking about.Glenister:
It's anybody with high-value IP or compliance requirements -- banking, finance, healthcare, life sciences, for example, and manufacturing. Even when you’re looking at manufacturing overseas and you have IP going over to China to manufacture your product, your plans are also being shared overseas. We've seen a lot of companies now asking how to protect those plans and therefore, protect IP.Gardner:
seems to be ahead of the curve, recognizing how cloud can be an enabler for security. We're surely seeing a shift in the market, at least I certainly am. In the last six months or so, companies that were saying that security
was a reason not
to go to the cloud are now saying that security is a reason they're going to the cloud. They can attain security better. What's happened that has made that perspective flip?Steffen:
I don't know exactly what’s happened, but you're absolutely right; that flip is going on
. We've done a lot of research recently
and shown that when you’re looking at inherent barriers going to a cloud solution, security and compliance considerations are always right there at the top. We commissioned the study
through 451 Research
, and we kind of knew that’s what was going on, but they sure nailed it down, one and two, security and compliance, right there. [Get a copy of the report
The reality, though, is that that the C-table, executives, IT managers, those types, are starting to look at the massive burden of security and hoping to find help somewhere. They can look at a provider like Intralinks, they can look at a provider like HPE and ask, "How can they help us meet our security requirements?"
They can’t just third-party their security requirements away. That’s not going to cut it with all the regulators that are out there, but we have solutions. HPE has a solution
has solutions, a lot of third-party providers have solutions that will help the customer address some of those concerns, so those guys can actually sleep at night.Gardner:
We're hearing so much about digital disruption
in so many industries, and we're hearing about why IT can’t wait, IT needs to be agile and have change in the business model
to appeal to customers to improve their user experience
It seems that security concerns have been a governor on that. "We can’t do this because 'blank' security issue arises." It seems to me that it's a huge benefit when you can come to them and say, "We're going to allow you to be agile. We're going to allow you to fight back against disruption because security can, in fact, be managed." How far are we to converting disruption in security into an enabler when you go to the cloud?Very difficultGlenister:
The biggest thing for most organizations is they're large, and it’s very difficult to transform just the legacy systems and processes that are in-place. It's very difficult for organizations to change quickly. To actually drive that, they have to look at alternatives, and that’s why a lot of people move into cloud. Driving the move to the cloud is, "Can we quickly enable the business? Can we quickly provide those solutions, rather than having to spend 18 months trying to change our process and spend millions of dollars doing it?"
Enablement of the business is actually driving the need to go to the cloud, and obviously will drive security around that. To Chris’s point a few minutes ago, not all vendors are the same. Some vendors are in the cloud and they're not as secure as others. People are looking for trusted partners like HPE and Intralinks, and they are putting their trust and their crown jewels, in effect, with us because of that security. That’s why we work with HPE, because they have a similar philosophy around security as we do, and that’s important.Steffen:
The only thing I would add to that is that security is not only a concern of the big business or the small business
; it’s everybody’s concern. It’s one of those things where you need to find a trusted provider. You need to find that provider that will not only understand the requirements that you're looking for, but the requirements that you have.
You don’t want to migrate to a cloud solution and then have all the compliance work that you’ve done previously just wiped away.
This is my opinion, but when you're kicking tires and looking at your overall compliance infrastructure, there's a pretty good chance you had to have that compliance for more than a day or two. It’s something that has been iterative; it may change, it may grow, whatever.
So, when you're looking at a partner, a lot of different providers will start to at least try to ensure that you don’t start at square-one again. You don’t want to migrate to a cloud solution and then have all the compliance work that you’ve done previously just wiped away. You want a partner that will map those controls and that really understands those controls.
Perfect examples are in the financial services industry. There are 10 or 11 regulatory bodies that some of the biggest banks in the world all have to be compliant with. It’s extremely complicated. You can’t really expect that Big Bank 123 is going to just throw away all that effort, move to whatever provider, and hope for the best. Obviously, they can’t be that way. So the key is to take a map of those controls, understand those controls, then map those controls to your new environment.Gardner:
Let’s get into a little bit of the how ... How this happens. What is it that we can do with security technology
, with methodologies, with organizations that allow us to go into cloud, remove this notion of a boundary around your organization and
do it securely? What’s the secret sauce, Daren?Glenister:
One of the things for us, being a cloud vendor, is that we can protect data outside. We have the ability to actually embed the security into documents wherever documents go. Instead of just having the control of data at rest within the organization, we have the ability to actually control it in motion inside and
outside the perimeter.
You have the ability to control that data, and if you think about sharing with third parties, quite often people say, "We can’t share with a third-party because we don’t have compliance, we don’t have a security around it." Now, they can share, they can guarantee that the information is secure at rest, and in motion.
Typically, if you look at most organizations, they have at-rest data covered. Those systems and procedures are relative child’s play. But that’s been covered for many years. The challenge is that it's newly in motion. How do you actually extend working with third parties and working with outside organizations?Innovative activitiesGardner:
It strikes me that we're looking at these capabilities through the lens of security, but isn’t it also the case that this enables entirely new innovative activities. When you can control your data, when you can extend where it goes, for how long, to certain people, under certain circumstances, we're applying policies, bringing intelligence to a document, to a piece of data, not just securing it but getting control over it and extending its usefulness. So why would companies not recognize that security-first brings larger business benefits that extend for years?Glenister:
has always been, "No, you can’t do this, let’s stop." If you look in a finance environment, it’s stop using thumb drives
, stop using emails, stop using anything rather than ease of solution. We've seen a transition. Over the last six months, you're starting to see a transition where people are saying, "How do we enable? How do we get people to control them?' As a result of that, you see new solutions coming out from organizations and how they can impact the bottom line.Gardner:
Behavior modification has always a big part of technology adoption. Chris, what is it that we can do in the industry to show people that being secure and extending the security to wherever the data is going to go gives us much more opportunity for innovation? To me this is a huge enticing carrot that I don’t think people have perhaps fully grokked
What is cloud security? What does it mean to have defense in depth? What does it mean to have a matured security policy vision?Steffen:
Absolutely. And the reality of it is that it’s an educational process. One of the things that I've been doing for quite some time now is trying to educate people. I can talk with a fellow CISSP
and we can talk about Diffie-Hellman encryption
and I promise that your CEO does not care, and he shouldn’t. He shouldn’t ever have to care. That’s not something that he needs to care about, but he does need to understand total cost of ownership (TCO)
, he needs to understand return on investment (ROI)
. He needs to be able to go to bed at night understanding that his company is going to be okay when he wakes up in the morning and that his company is secure.
It’s an iterative process; it’s something that they have to understand. What is cloud security
? What does it mean to have defense in depth
? What does it mean to have a matured security policy vision
? Those are things that really change the attitudinal barriers that you have at a C-table that you then have to get past.
Security practitioners, those tinfoil hat types -- I classify myself as one of those people, too -- truly believe that they understand how data security works and how the cloud can be secured, and they already sleep well at night. Unfortunately, they're not the ones who are writing the checks.
It's really about shifting that paradigm of education from the practitioner level, where they get it, up to the CIO, the CISO who hopefully understands, and then up to the C-table and the CFO making certain that they can understand and write that check to ensure that going to a cloud solution will allow them to sleep at night and allow the company to innovate. They'll take any security as an enabler to move the business forward.Gardner:
So, perhaps it’s incumbent upon IT and security personnel to start to evangelize inside their companies as to the business benefits of extended security, rather than the glass is always half empty.Steffen:
I couldn’t agree more. It’s a unique situation. Having your -- again, I'll use the term -- tinfoil hat people talking to your C-table about security -- they're big and scary, and so on. But the reality of it is that it really is critically important that they do understand the value that security brings to an organization.
Going back to our original conversations, in the last 6 to 12 months, you're starting to see that paradigm shifted a little bit, where C-table executives aren’t satisfied with check-box compliance. They want to understand what it takes to be secure, and so they have experts in house and they want to understand that. If they don’t have experts in-house, there are third-party partners out there that can provide that amount of education
I think it’s important for us to establish that the more secure and expert you are at security the more of a differentiator you have against your competition. You're going to clean up in your market if you can do it better than they can.Step backSteffen:
Absolutely, and even bring that a step further back. People have been talking for two decades now about technology as a differentiator and how you can make a technical decision or embrace and exploit technology to be the differentiator in your vertical, in your segment, so on.
The credit reporting agency that I worked for a long time ago was one of those innovators, and people thought we were nuts for doing some of the stuff that we are doing. Years later, everybody is doing the same thing now.
It really can set up those things. Security is that new frontier. If you can prove that you're more secure than the next guy, that your customer data is more secured than the next guy, and that you're willing to protect your customers more than the next guy, maybe it’s not something you put on a billboard, but people know.
Would you go to retailer A because they have had a credit card breach or do you decide to go retailer B? It's not a straw man. Talk to Target
, talk to Home Depot
, talk to some of these big big-box stores that have had breaches and ask how their numbers looked after they had to announce that they had a breach.
Customers are now more demanding because the media is blowing up all of the cyber crimes, threats, and hacks. The consumer is now saying they need their data to be protected.Gardner:
Daren, let’s go to some examples. Can think of an example of IntraLinks and a security capability that became a business differentiator or enable? Glenister:
Think about banks at the moment, where they're working with customers. There's a drive for security. Security people have always known about security and how they can enable and protect the business.
But what’s happening is that the customers are now more demanding because the media is blowing up all of the cyber crimes, threats, and hacks. The consumer is now saying they need their data to be protected.
A perfect example is my daughter, who was applying for a credit card recently. She's going off to college. They asked her to send a copy of her passport, Social Security card, and driver’s license to them by email. She looked at me and said, "What do you think?" It's like, "No. Why would you?"
People have actually voted, saying they're not going to do business with that organization. If you look in the finance organizations now, banks and the credit-card companies are now looking at how to engage with the customer and show that they have been securing and protecting their data
to enable new capabilities like loan or credit-card applications
and protecting the customer’s data, because customers can vote with their feet and choose not to do business with you.
So, it’s become a business-enabler to say we're protecting your data and we have your concerns at heart.Gardner:
And it’s not to say that that information shouldn’t be made available to a credit card or an agency that’s ascertaining credit, but you certainly wouldn’t do it through email. Insecure toolGlenister:
Absolutely, because email is the biggest sharing tool on the planet, but it’s also one of the most insecure tools on the planet
. So, why would you trust your data to it?Steffen:
We've talked about security awareness, the security awareness culture, and security awareness programs. If you have a vendor management program and you’re subject to a vendor management from some other entity, one of the things they also would request is that you have a security awareness program?
Even five to seven years ago, people looked at that as drudgery. It was the same thing as all the other nonsensical HR training that you have to look at. Maybe, to some extent, it still is, but the reality is that when I've given those programs before, people are actually excited. It's not only because you get the opportunity to understand security from a business perspective, but a good security professional will then apply that to, "By the way, your email is not secured here, but your email is not secured at home, too. Don’t be stupid here, but don’t be stupid there either."
We're going to fix the router passwords. You don’t need to worry about that, but you have a home router, change the default password. Those sounds like very simple straightforward things, but when you share that with your employees and you build that culture, not only do you have more secure employees, but then the culture of your business and the culture of security changes.
It has to be a year-round, day-to-day culture with every organization understanding the implications of security and the risk associated with that.
In effect, what’s happening is that you'll finally be getting to see that translate into stuff going on outside of corporate America. People are expecting to have information security parameters around the businesses that they do business with. Whether it's from the big-box store, to the banks, to the hospitals, to everybody, it really is starting to translate.Glenister:
Security is a culture. I look at a lot of companies for whom we do once-a-year certification or attestation, an online test. People click through it, and some may have a test at the end and they answer the questions and that’s it, they're done. It's nice, but it has to be a year-round, day-to-day culture with every organization understanding the implications of security and the risk associated with that.
If you don’t do that, if you don’t embed that culture, then it becomes a one-time entity and your security is secure once a year.Steffen:
We were talking about this before we started. I'm a firm believer in security awareness. One of the things that I've always done is take advantage of these pretend Hallmark holidays. The latest one was Star Wars Day
. Nearly everybody has seen Star Wars or certainly heard of Star Wars at some point or another, and you can’t even go into a store these days without hearing about it.
For Star Wars Day, I created a blog to talk about how information-security failures led to the downfall of the Galactic Empire
t was a fun blog. It wasn't supposed to be deadly serious, but the kicker is that we talked about key information security points
. You use that holiday to get people engaged with what's going on and educate them on some key concepts of information security and accidentally, they're learning. That learning then comes to the next blog that you do, and maybe they pay a little bit more attention to it. Maybe they pay attention to simply piggybacking through the door and maybe they pay attention to not putting something in an e-mail and so on.
It's still a little iterative thing; it’s not going to happen overnight. It sounds silly talking about information security failures in Star Wars, but those are the kind of things that engage people and make people understand more about information security topics.Looking to the futureGardner:
Before we sign off, let’s put on our little tinfoil hat with a crystal ball in front. If we've flipped in the last six months or so, people now see the cloud as inherently more secure, and they want to partner with their cloud provider to do security better. Let’s go out a year or two, how impactful will this flip be? What are the implications when we think about this, and we take into consideration what it really means when people think that cloud is the way to go to be secure on the internet?Steffen:
The one that immediately comes to mind for me -- Intralinks is actually starting to do some of this -- is you're going to see niche cloud. Here's what I mean by niche cloud. Let’s just take some random regulatory body that's applicable to a certain segment of business. Maybe they can’t go to a general public cloud because they're regulated in a way that it's not really possible.
What you're going to see is a cloud service that basically says, "We get it, we love your type, and we're going to create a cloud. Maybe it will cost you a little bit more to do it, but we understand from a compliance perspective the hell that you are going through. We want to help you, and our cloud is designed specifically to address your concerns."
When you have niche cloud, all of a sudden, it opens up your biggest inherent barriers. We’ve already talked about security. Compliance is another one, and compliance is a big fat ugly one. So, if you have a cloud provider that’s willing to maybe even assume some of the liability that comes with moving to their cloud, they're the winners. So let’s talk 24 months from now. I'm telling you that that’s going to be happening.
You definitely see security now transforming business, enabling businesses to do things and interact with their customs in ways they've never done before.Gardner:
All right, we'll check back on that. Daren, your prediction?Glenister:
You are going to see a shift that we're already seeing, and Chris will probably see this as well. It's a shift from discussions around security to transformation. You definitely see security now transforming business, enabling businesses to do things and interact with their customs in ways they've never done before.
You'll see that impacting two ways. One is going to be new business opportunities, so revenue coming in, but it’s also going to be streamlined in the internal processes, so making things easier to do internally. And you'll see a transformation of the business inside and outside. That’s going to drive a lot of new opportunities and new capabilities and innovations we've seen before.Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Hewlett Packard Enterprise.
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Forgive me for using this headline to attract more readers during the summer holidays. Certainly I will include a comment in my famous post The abuse of shocking headlines in IoT or how many stupid things will be connected? I encourage you to continue reading.
The Internet of Things in “Smart City Rio 2016“
I guess that many of you are following the Rio 2016 Olympic Games by TV, Internet or the lucky ones who are watching the Games in Rio, are listening and reading complaints from athletes, journalists, spectators and fans about this Games.
How is it possible that there are so many complaints on traffic jams in one of the most famous “Smart Cities? I imagine citizens and visitors are not satisfied with the performance of the Rio Operations Center, known as COR, that allows the local government to continuously monitor the city from this center. As a result, agencies can act more quickly in different situations, such as unforeseen events in traffic or environmental disasters or increase the security of its streets and assure unpredictable weather conditions.
How come that the IoT did not avoid any complaints on the green water in the sensorized swimming pool?
How come the Organization allowed empty and noisy stadiums? Maybe ...Read More on Datafloq
BBBT to Host Webinar from TimeXtender on Governance in the Age of Self-Service
This Friday, the Boulder Business Intelligence Brain Trust (BBBT), the largest industry analyst consortium of its kind, will host a private webinar from TimeXtender on its Data Discovery Hub, which covers end-to-end data discovery needs, enables business, and liberates IT.
(PRWeb August 16, 2016)
Read the full story at http://www.prweb.com/releases/2016/08/prweb13612311.htm
One more time: Do we still need Data Modeling?
More specifically do we still need to worry about data modeling in the NoSQL, Hadoop, Big Data, Data Lake, world? This keeps coming up. Today it was via email after a presentation I gave last week. This time the query was about the place of data modeling tools in this new world order. Bottom line: […]
It’s YOUR Fault! Big Data Takes on the Blame
It’s your fault.
No it’s the other person’s fault.
It’s the guy who cut you off in traffic.
It’s “customer service.”
It’s the government.
It’s the weather.
It’s global warming.
It’s the way things go.
A tree falls in the forest. A roof falls in. A business fails. A stock market crashes. A disease spreads.
Who or what caused it? Cause and effect – causality – is deeply woven into our lives.
Figuring out who or what caused something is a universal application of everyday life as well as one of global consequence. We want to know why something happened, regardless of good or bad outcomes.
Researchers use causality to test whether a drug has the desired effects as well as to control the less desirable side effects. It’s used by scientists to figure out the common cold or/and the secrets of the cosmos. What-caused-it figures out who is going to pay for damages – for the automobile accident or for global warming. It’s used by governments to develop regulations and uphold laws.
Knowing what caused what not only tries to explain what already happened, it also leans forward into the future. Causality is used for the ultimate gold - prediction. You use it to keep your finances and your safety. Business tries ...Read More on Datafloq
How to Secure the Internet of Things (IoT) with Blockchain
IoT is creating new opportunities and providing a competitive advantage for businesses in current and new markets. It touches everything—not just the data, but how, when, where and why you collect it. The technologies that have created the Internet of Things aren’t changing the internet only, but rather change the things connected to the internet—the devices and gateways on the edge of the network that are now able to request a service or start an action without human intervention at many levels.
Because the generation and analysis of data is so essential to the IoT, consideration must be given to protecting data throughout its life cycle. Managing information at all levels is complex because data will flow across many administrative boundaries with different policies and intents.
Given the various technological and physical components that truly make up an IoT ecosystem, it is good to consider the IoT as a system-of-systems. The architecting of these systems that provide business value to organizations will often be a complex undertaking, as enterprise architects work to design integrated solutions that include edge devices, applications, transports, protocols, and analytics capabilities that make up a fully functioning IoT system. This complexity introduces challenges to keeping the IoT secure, ...Read More on Datafloq
5 Big Data Migration Mistakes To Avoid
Data migration can be a painful process that involves multiple steps in the Extract-Transform-Load (ETL) process. The challenges with migration can be even higher when we are talking about big data. This is especially true when we are migrating different types of structured and unstructured data within the same system. In this article, we will take a look at some of the most common mistakes that can cause delays or worse, failure of the big data migration project.
Ignoring The Governance Structure
Big data migration processes can be quite overwhelming and organizations often spend most of the time firefighting infrastructure and load related issues. In the process, businesses often miss out on more critical aspects of migration like identifying the governance structure of the data. Understanding the ownership of data and who has permissions to access, create, edit or delete data is important to ensure that the data owners are in the loop of the process. This can be an issue from a legal standpoint as well, depending on the industry you operate in.
Not Cleansing Data
Merging or migrating your big data to a new system can be a good opportunity to cleanse the content and remove any legacy structures that your data ...Read More on Datafloq
Why You Should Ask If Your Business is Intelligent
Asking whether your business is intelligent might seem like an unusual question but the response is becoming more important to companies that want to get ahead of rivals and maintain a competitive edge.
Business intelligence is a set of techniques or tools used to acquire and transform raw data into meaningful information that can be used to analyse the business and benefit decision making processes. Business intelligence technologies are capable of handling huge amounts of data that can help identify and develop business opportunities and risks that can then be incorporated into an effective business strategy. If done correctly business intelligence can provide companies with stability and give them an edge in a competitive market place.
The concept of business intelligence is becoming increasingly important as businesses are now expected to react and adapt to changing environments and trends. One of the main advantages to investing in business intelligence is the ability to analyse current customer buying trends and using this information to develop products that match current needs, thereby increasing profitability.
There are lots of ways to assess whether your business is intelligent. Try answering these 3 questions to see if you should invest in a business intelligence solution.
1. Do you Gain ...Read More on Datafloq
Why You Should Level Up Your Data Wrangling Skills
Big data analytics seems to be everywhere these days, but it’s not one of those trends that simply pops up without reason. Big data analytics has proven to be crucial to discovering new insights for businesses, giving them new capabilities and improving on their existing operations. To actually get down to using that data is the big challenge many organizations are facing. It’s easy to simply say that companies need to gather data and analyze it, but in practice the process can be complex.
That’s where data wrangling comes in. Before businesses can even think of fully implementing results from big data analyses, they need to engage in a bit of data wrangling. Perhaps this is your job, making your role the first step in a larger strategy. While many may dismiss the role of data wrangler as mere janitorial work, when done well, it can make all the difference between successful big data efforts and continuing struggles. But first, you need to ensure your data wrangling skills are up to par.
So what exactly makes a good data wrangler? If it’s a job that’s often thought of as less than glamorous, why even bother honing your data wrangling skills? To be ...Read More on Datafloq
Why You Should Embrace Analytic Athleticism
With today’s rapidly changing mix of analytic techniques, toolsets, and platforms, it’s difficult for any organization to be confident it is keeping its analytic workforce and skillsets up to date.
I often have clients ask if they need to consider turning over a large portion of their analytics organization in order to adapt to these changes. I firmly believe that this is usually not the case and that the fundamental skills for analytic success are in place. Those skills simply need tuning and updating.
In fact, I see a strong parallel between athleticism and analytic capability. I also see a strong parallel between learning to speak multiple languages and learning to work within differing analytic environments. I’ll explain what I mean by both of these statements in this blog in the hope that it will help make the path forward seem clearer and less intimidating.
People generally accept the notion of inherent athleticism. This concept says simply that there are people who are athletic and those who aren’t. While anyone can maximize their inherent athleticism with training, someone who isn’t very athletic will never compete at an elite level in any sport. On the other hand, people with an elite level of ...Read More on Datafloq
How to Build a Career in Project Management If You Are an IT Professional | Simplilearn
Recently, we were invited by our friend, Allan, for Christmas celebrations at his place. He had invited close friends and family to the event. After a wonderful round of delicious snacks, we sat around the table, conversing, when Allan introduced me to his nephew Mark, a twenty-something software professionals. When he realized I was a Project Mana...Read More
9 Social Media Marketing Skills you Need Right Now | Simplilearn
Today, if a brand doesn’t exist on social media, they are not represented online. Ignoring social media means losing your opportunity for interaction with customers, thought leaders, and tastemakers, which costs you engagement and web traffic as a whole.
According to Hubspot, in 2014 92% of marketers claimed that social media marketing was im...Read More
6 Free Agile Tools for Every Project Manager | Simplilearn
Agile Project Management has been around for decades and yet thousands of companies and managers fail to seamlessly transition from traditional to Agile when managing projects. Major reasons include lack of knowledge & awareness of inexpensive/free tools which can enable swift decision making in an organization.
While a knowledge-base can only b...Read More
Will China Pip the USA at Rio ’16? Big Data Analytics Predicts | Simplilearn
August 5th, 2016 – The most awaited day of the year. Countries are gearing up for the biggest sports battle of the decade – the 2016 Summer Olympics at Rio de Janeiro, Brazil. More than 200 NOCs (National Olympic Committee) are assembling their best athletes to bring home the gold.
But this time, countries are implementing a range of po...Read More
What is Critical Chain Project Management? | Simplilearn
Critical Chain Project Management
A Brief Overview
Critical Chain Project Management was developed and publicized by Dr. Eliyahu M. Goldratt in 1997. Followers of this methodology of Project Management claim it to be an alternative to the established standard of Project Management as advocated by PMBOK® and other Standards of Project...Read More
What Does This Text Really Mean?
Imagine that you were tasked with indexing (categorizing and summarizing) the contents of a large collection of randomly formatted text documents to make them easily accessible throughout your company. Perhaps this use case contains legal documents as well as medical records (with various levels of sensitivity). Suppose that the size of this collection contained over 100 million documents that you had to analyze. Besides categorizing each document as medical or legal, you must also assign them to subcategories like cardiology or probate. Finally, you must capture the meaning of each document for reporting and analytics.
Besides setting aside the rest of your life to do this job manually, does this problem have a solution?
Natural Language Processing [NLP]
Natural Language Processing (NLP) tools and techniques from could potentially provide a workable solution to the problem at hand. NLP is an area of Computer Science whose aim is to programmatically understand and produce human language in both written and spoken form.
Someday NLP will consider the number of languages used on the face of the planet and the dialects and colloquialisms that go along with them. For the purpose of this blog, let's stick to the language in which you are currently reading, US English.
For ...Read More on Datafloq
An Overview of the Customer Relationship Management (CRM) Market | Simplilearn
What is CRM and Why is it Becoming So Popular?
Customer Relationship Management (CRM) software is used by businesses to manage interaction with current and future customers. Today’s CRMs have evolved into a confluence of multiple functions but the primary objective of a CRM is to serve the customers better, increase retention, and manage the ...Read More
Free Whitepaper: Considerations of Deploying Enterprise-wide eLearning Content | Simplilearn
Cloud-based learning management systems have revolutionized the field of education. An increasing number of enterprises are taking to the cloud to get their employees trained and equipped to face the challenges of the industry.
But what factors should you consider before choosing an LMS solution? This whitepaper helps you understand th...Read More
What is the difference between Agile Coach and Agile Consultant? | Simplilearn
‘I am here to help you’.
Both the Agile Coach and Agile Consultant will say the same to you. Whom will you choose? It gets difficult to make a choice as many people are not able to differentiate between an Agile Coach and an Agile Consultant which makes it even harder to take a decision. I would like to throw some light on this inter...Read More
How software-defined storage translates into just-in-time data center scaling and hybrid IT benefits
he next BriefingsDirect
Voice of the Customer case study examines how hosting provider Opus Interactive
adopted a software-defined storage
approach to better support its thousands of customers.
We'll learn how scaling of customized IT infrastructure for a hosting organization in a multi-tenant environment benefits from flexibility of modern storage, unified management, and elastic hardware licensing. The result is gaining the confidence that storage supply will always meet dynamic hybrid computing demand -- even in cutting-edge hosting environments.T
o describe how massive storage and data-center infrastructure needs can be met in a just-in-time manner, we're joined by Eric Hulbert
, CEO at Opus Interactive in Portland, Oregon. The discussion is moderated by BriefingsDirect's Dana Gardner
, Principal Analyst at Interarbor Solutions.
Here are some excerpts:Gardner:
What were the major drivers when you decided to re-evaluate your storage, and what were the major requirements that you had?Hulbert:
Our biggest requirement was high-availability in multi-tenancy. That was number one, because we're service providers and we have to meet the needs of a lot of customers, not just a single enterprise or even enterprises with multiple business groups.
So we were looking for something that met those requirements. Cost was a concern as well. We wanted it to be affordable, but needed it to be enterprise-grade with all the appropriate feature sets -- but most importantly it would be the scale-out architecture.
We were tired of the monolithic controller-bound SANs
, where we'd have to buy a specific bigger size. We'd start to get close to where the boundary would be and then we would have to do a lift-and-shift upgrade, which is not easy to do with almost a thousand customers.
Ultimately, we made the choice to go to one of the first software-defined storage architectures, which is a company called LeftHand Networks
, later acquired by Hewlett Packard Enterprise (HPE), and then some 3PAR
equipment, also acquired by HPE. Those were, by far, the biggest factors while we made that selection on our storage platform.Gardner:
Give us a sense of the scale-out requirements. Hulbert:
We have three primary data centers
in the Pacific Northwest and one in Dallas, Texas. We also have the ability for a little bit of space in New York, for some of our East Coast customers, and one in San Jose, California. So, we have five data centers in total.Gardner:
Is there a typical customer, or a wide range of customers?Big rangeHulbert:
We have a pretty big range. Our typical customers are in finance and travel and tourism, and the hospitality industries. There are quite a few in there. Healthcare is a growing vertical for us as well.
Then, we rounded out with manufacturing and little bit of retail. One of our actual verticals, if you could call it vertical, are the MSPs
and IT companies, and even some VARs
, that are moving into the cloud.
We enable them to do their managed services and be the "boots on the ground" for their customers. That spreads us into the tens of thousands of customers, because we have about 30 to 25 MSPs that work with us throughout the country, using our infrastructure. We just provide the infrastructure as a service
, and that's been a pretty growing vertical for us.Gardner:
And then, across that ecosystem, you're doing colocation
, cloud hosting
, managed services? What's the mix? What’s the largest part of the pie chart in terms of the services you're providing in the market?Hulbert:
We're about 75 percent cloud hosting, specifically a VMware
-based private cloud
, a multi-tenant private cloud. It's considered public cloud, but we call it private cloud.
We do a lot of hybrid cloud, where we have customers that are doing bursting into Amazon
or [Microsoft] Azure
. So, we have the ability to get them either Direct Connect
Amazon connections or Azure ExpressRoute
connections into any of our data centers. Then, 20 percent is colocation and about 5 percent for back-up, and disaster recovery (DR)
rounds that out.Gardner:
Everyone, it seems, is concerned about digital disruption these days. For you, disruption is probably about not being able to meet demand. You're in a tight business, a competitive business. What’s the way that you're looking at this disruption in terms of your major needs as a business? What are your threats? What keeps you up at night?Still redundantHulbert:
Early on, we wanted a concurrently maintainable infrastructure, which also follows through with the data centers that we're at. So, we needed Tier 3-plus facilities that are concurrently maintainable. We wanted the infrastructure be the same. We're not kept up at night, because we can take an entire section of our solution offline for maintenance. It could be a failure, but we're still redundant.
It's a little bit more expensive, but we're not trying to compete with the commodity hosting providers out there. We're very customized. We're looking for customers that need more of that high-touch level of service, and so we architect these big solutions for them -- and we host with a 100 percent up-time.
The infrastructure piece is scalable with scale-out architecture on the storage side. We use only HP blades,
so that we just keep stacking in blades as we go. We try to stay a couple of blade chassis ahead, so that we can take pretty large bursts of that infrastructure as needed.
That's the architecture that I would recommend for other service providers looking for a way to make sure they can scale out and not have to do any lift-and-shift on their SAN, or even the stack and rack services, which take more time.
We have to cable all of them versus needing to do one-blade chassis. Then, you can just slot in 16 blades quickly, as you're scaling. That allows you to scale quite a bit faster.
We use only HP blades,
so that we just keep stacking in blades as we go. We try to stay a couple blade chassis ahead, so that we can take pretty large bursts of that infrastructure as needed.
When it comes to making the choice for software-defined, what has that gotten you? I know people are thinking about that in many cases -- not just service providers, but enterprises. What did service-defined storage get for you, and are you furthering your software-defined architecture to more parts of your infrastructure?Hulbert:
We wanted it to be software-defined because we have multiple locations and we wanted one pane of glass. We use HPE OneView
to manage that, and it would be very similar for an enterprises. Say we have 30 remote offices, they want to put the equipment there, and the business units need to provision some service and storage. We want to be going to each individual appliance or chassis or application in one place to provision it all.
Since we're dealing now with nearly a thousand customers -- and thousands and thousands of virtual servers, storage nodes, and all of that, the chunklets
of data are distributed across all these. Being able to do that from one single pane of the glass from a management standpoint is quite important for us.
So, it's that software-defined aspect, especially distributing the data into chunklets, which allows us to grow quicker, and putting a lot of automation on the back-end.
We only have 11 system administrators and engineers on our team managing that many servers, which shows you that our density is pretty high. That only works well if we have really good management tools, and having it software-defined means fewer people walking to and from the data center.
Even though our data centers are manned facilities, our infrastructure is basically lights out. We do everything from remote terminals.Gardner:
And does this software-defined extend across networking as well? Are you hyper-converged, converged? How would you define where you're going or where you'd like to go?Converged infrastructureHulbert:
We're not hyper-converged. For our scale, we can’t get into the prepackaged hyper-converged product. For us, it would be more of a converged infrastructure
As I said, we do use the c-Class blade chassis with Virtual Connect
, which is software-defined networking. We do a lot of VLANs
and things like that on the software side.
We till have some outside of that out of band, networking, the network stacks, because we're not just a cloud provider. We also do colocation and a lot of hybrid computing where people are connecting between them. So, we have to worry about Fibre Channel
and connections in SAN.
That adds a couple of other layers that are a few extra management steps, but in our scale, it’s not like we're adding tens of thousands of servers a day or even an hour, as I'm sure Amazon has to. So we can take that one small hit to pull that portion of the networking out, and it works pretty good for us.Gardner:
How do you see the evolution of your business in terms of moving past disruption, adopting these newer architectures? Are there types of services, for example, that you're going to be able to offer soon or in the foreseeable future, based on what you're hearing from some of the vendors?Hulbert:
Absolutely. One of the first ones I mentioned earlier was the ability for customers that want to burst into public cloud to be able to do the Amazon Direct Connects. Even with the telecom providers back on, you're looking at 15 to 25 milliseconds latency. For some of these applications, that’s just too much latency. So, it’s not going to work.
Now, with the most recent announcement from Amazon, they put a physical Direct Connect node in Oregon, about a mile from our data-center facility. It's from EdgeConneX
, who we partnered with.
Now, we can offer the lowest latency for both Amazon and Azure ExpressRoute in the Pacific Northwest, specifically in Oregon. That’s really huge for our customers, because we have some that do a lot of public-cloud bursting on bold platforms. So that’s one new offering we are doing.
Disruption, as we've heard, is around containers. We're launching a new container-as-a-service platform later this year based on ContainerX
. That will allow us to do containers for both Windows or Starnix platforms, regardless of what the developers are looking for.
We're targeting developers, DevOps
guys, who are looking to do microservices
to take their application, old or new, and architect it into the containers. That’s going to be a very disruptive new offering. We've been working on a platform for a while now because we have multiple locations and we can do the geographic dispersion for that.
I think it’s going to take a little bit of the VMware market share over time. We're primarily a VMware shop, but I don’t think it’s going to be too much of an impact to us. It's another vertical we're going to be going after. Those are probably the two most important things we see as big disruptive factors for us.Hybrid computingGardner:
As an organization that's been deep into hybrid cloud and hybrid computing, is there anything out there in terms of the enterprises that you think they should better understand? Are there any sort of misconceptions about hybrid computing that you detect in the corporate space that you would like to set them straight on?Hulbert:
The hybrid that people typically hear about is more like having on-premises equipment. Let’s say I'm a credit union and I’ve got one of the bank branches that we decided to put three or four cabinets of our equipment and one on the vaults. Maybe they've added one UPS
and one generator, but it’s not to the enterprise level, and they're bursting to the public cloud for the things that makes sense to meet their security requirements.
To me, that’s not really the best use of hybrid IT. Hybrid IT is where you're putting what used to be on-premises in an actual enterprise-level, Tier 3 or higher data center. Then, you're using either a form of bursting into private dedicated cloud from a provider in one of those data centers or into the public cloud, which is the most common definition of that hybrid cloud. That’s what I would typically define as hybrid cloud and hybrid IT.Gardner:
What I'm hearing is that you should get out of your own data center, use somebody else's, and then take advantage of the proximity in that data center, the other cloud services that you can avail yourself of.
Then, you're using either a form of bursting into private dedicated cloud from a provider in one of those data centers or into the public cloud which is the most common definition of that hybrid cloud.Hulbert:
Absolutely. The biggest benefit to them is at their individual location or bank branches. This the scenario where we use the credit union. They're going to have maybe one or two telco providers, and they're going to be their 100 or maybe 200 Mb-per-second circuits.
They're paying a pretty premium for them, and now when they get into one of these data centers, they're going to have the ability to have 10-gig or even 40- or 100-gig connected internet pipes with a lot higher headroom for connectivity at a better price point.
On top of that, they'll have 10-gig connection options into the cloud, all the different cloud providers. Maybe they have an Oracle
stack that they want to put on an Oracle cloud some day along with their own on- premises. The hybrid things get more challenging, because now, they're not going to get the connectivity they need. Maybe they want to be into the software, they want to do an Amazon or Azure, or maybe they want a Opus cloud.
They need faster connectivity for that, but they have equipment that still has usable life. Why not move that to an enterprise-grade data center and not worry about air conditioning challenges, electrical problems, or whether it’s secure.
All of these facilities, including ours, have every checkbox for compliance and auditing that happens on an annual basis. Those things that used to be really headaches aren’t core of their business. They don’t do those any more. Focus on what's core, focus on the application and their customers.Gardner:
So proximity still counts, and probably will count for an awfully long time. You get benefits from taking advantage of proximity in these data centers, but you can still have, as you say, what you consider core under your control, under your tutelage and set up your requirements appropriately?Mature modelHulbert:
It really comes down to the fact that the cloud model is very mature at this point. We’ve been doing it for over a decade. We started doing cloud before it was even called cloud. It was just virtualization. We launched our platform in late 2005 and it proved out, time and time again, with 100 percent up-time.
We have one example of a large customer, a travel and tourism operator, that brings visitors from outside the US to the US. They do over a $1 billion a year in revenue, and we host their entire infrastructure.
It's a lot of infrastructure and it’s a very mature model. We've been doing it for a long time, and that helps them to not worry about what used to be on-premises for them. They moved it all. A portion of it is colocated, and the rest is all on our private cloud. They can just focus on the application, all the transactions, and ultimately on making their customers happy.Gardner:
Going back to the storage equation, Eric, do you have any examples of where the storage software-defined environment gave you the opportunity to satisfy customers or price points, either business or technical metrics that demonstrate how this new approach to storage particularly fills out this costs equation?
The ability to easily provision the different sized data storage we need for the virtual servers that are running on that is absolutely paramount. Hulbert:
In terms of the software-defined storage, the ability to easily provision the different sized data storage we need for the virtual servers that are running on that is absolutely paramount.
We need super-quick provisioning, so we can move things around. When you add in the layers of VMware, like storage vMotion
, we can replicate volumes between data centers. Having that software-defined makes that very easy for us, especially with the built-in redundancy that we have and not being controller-bound like we mentioned earlier on.
Those are pretty key attributes, but on top of that , as customers are growing, we can very easily add more volumes for them. Say they have a footprint in our Portland facility and want to add a footprint in our Dallas, Texas facility and do geographic load balancing. It makes it very easy for us to do the applications between the two facilities, slowly adding on those layers as customers need to grow. It makes that easy for them as well.Gardner:
One last question, what comes next in terms of containers? What we're seeing is that containers have a lot to do with developers and DevOps, but ultimately I'd think that the envelope gets pushed out into production, especially when you hear about things like composable infrastructure
. If you've been composing infrastructure in the earlier part of the process and development, it takes care of itself in production.
Do you actually see more of these trends accomplishing that where production is lights-out like you are, where more of the definition of infrastructure and applications, productivity, and capabilities is in that development in DevOps stage?VirtualizationHulbert:
Definitely. Over time, it is going to be very similar to what we saw when customers were moving from dedicated physical equipment into the cloud, which is really virtualization.
This is the next evolution, where we're moving into containers. At the end of the day, the developers, the product managers for the applications for whatever they're actually developing, don't really care what and how it all works. They just want it to work.
They want it to be a utility consumption-based model. They want the composable infrastructure. They want to be able to get all their microservices deployed at all these different locations on the edge, to be close to their customers.
Containers are going to be a great way to do that because they have all the overhead of dealing with the operations knowledge. So, they can just put these little APIs
and the different things that they need where they need it. As we see more of that stuff pushed to the edge to get the eyeball traffic, that’s going to be a great way to do that. With the ability to do even further bursting and into the bigger public clouds worldwide, I think we can get to a really large scale in a great way.Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Hewlett Packard Enterprise.
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How to Create an Amazon S3 Image Processing Pipeline in Python
Need to create a simple Amazon S3 image processing pipeline to batch edit images? Now that Algorithmia supports Amazon S3 integration, here’s a quick way to automatically create thumbnails with custom dimensions.
In this demo, we’ll use SmartThumbnail, a microservice that uses face detection to perfectly crop every photo to the same size without awkwardly cropped heads or faces.
While manually cropping just a handful of photos isn’t bad. Cropping hundreds or thousands of images in real-time would be extremely expensive, time consuming, and tedious.
So, instead of doing this by hand so that every face in every photo is perfectly preserved, we can run all the photos through SmartThumbnail. The output is both intuitive and expected, each and every time.
Don’t use Amazon S3? Want to use Dropbox instead? No problem. Here’s our guide to creating a Dropbox image processing pipeline.
Ready? Let’s go.
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Őszi kurzusaink a BME-n
Még sokan a szabadságukat töltik, vagy élvezik a nyarat, de a csapatunk elkezdett dolgozni az öszi BME-s kurzusok aktualizálásán. Ennek már hagyományos része, hogy a külsős hallgatók között is megnyitjuk a kurzusainkat. Az előző félévek tapasztalatai alapján minden kurzus esetén legalább annyi külsős hallgató érkezett, mint amennyi diák felvette azt "hivatalos" keretek között. Úgy gondoljuk, hogy mindenki számára előnyös ez az ajánlat: a külsősök tanulhatnak valami újat, a hallgatóknak a kérdések és visszajelzések alapján valódi képük lesz a tanultak felhasználhatóságáról, az oktatóknak pedig mindig izgalmas az interaktív órák tartása.
Jöjjön hát az étlap, miből lehet jelenleg válogatni.
Ha az adatelemzéssel kapcsolatos programnyelvekhez szeretnél érteni
Tárgy neve: Alkalmazott adatelemzés (Applied Data Analytics, azaz ADA)
Kedd és csütörtök 12-14h
Terem: később dől el pontosan, de biztosan a Lágymányosi kampusz, Magyar tudósok körútja 2.
Tárgy hivatalos tematikája
Az iteratív módon fejlesztett adatfeldolgozó eljárások vannak a középpontban, az adatelemzés programozási nyelveit tanítjuk nektek. A témát a reguláris kifejezésekkel, illetve az awk szövegfeldolgozóval kezdjük, majd SAS programozási nyelvet, Pyhon és R programozást tanítunk úgy, hogy közben a legfontosabb gépi tanulási feladatokat is röviden áttekintjük. A félév során három kisházit adunk a hallgatóknak, majd vizsgával zárul a tárgy. Ezek ugye nem kötelezők a külsős hallgatóknak, de ha valaki meg szeretné méretni magát, annak adunk lehetőséget. Azonban mind a tematika, mind a követelmények átalakítás alatt, szóval itt még lehetnek meglepetések :)
Ha a big data technológiák dzsungelében szeretnél tájékozódni
Tárgy neve: 'Big Data' elemzési eszközök nyílt forráskódú platformokon
Tárgy hivatalos tematikája
Itt a Dmlab big data szakemberei adnak betekintést a területen kialakult technológiai stack felépítésébe. A MapReduce, Hadoop alapoktól indulunk, és a legújabb technológiákig jutunk el. Nyilván mindben teljesen nem fogunk tudni elmélyedni, de aki ezt a kurzust végighallgatja, az könnyen el fog tájékozódni a big data technológiák között. A félév végén egy ZH és egy házifeladat alapján kapnak jegyet a hallgatók, külön kérésre a külsős kollégák is megmérettethetik magukat ezeken a számonkéréseken.
Mivel mindegyik tárgyon szeretnénk egészséges arányt tartani a belsős és külsős hallgatók között, ezért kérünk, hogy az alábbi form segítségével jelentkezz a tárgyak egyikére. Néhány napon belül visszajelzünk a jelentkezésedről.
Egyedi tematikájú képzések
Felhívjuk a figyelmet arra, hogy szívesen dolgozunk ki személyre vagy cégre szabott tematikát is, ha gyorsabb haladásra és hatékonyabb tanulásra van szükség. Itt sokkal jobban tudunk igazodni a már meglévő kompetenciátokhoz, a képzést gyakorlatai során akár a saját adataitokon végezzük az elemzést. Ezúton más technológiákat is szívesen tanítunk, Python, R, RapidMiner, IBM SPSS Modeler, SAS, Oracle, KNime környezetben is szívesen oktatunk, de big data technológiákhoz is vannak jó képzési javaslataink. Az elmúlt évben több mint tíz ilyen képzést tartottunk, keressetek meg bátran, ha ilyen kérdés merül fel bennetek, a tematika rögzítése után gyorsan tudunk árajánlatot adni, a speciális igényeitekhez igazodni.
Ha érdekes, írj néhány sort: Nagy-Rácz István - email@example.com
A kép forrása
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(PRWeb August 08, 2016)
Read the full story at http://www.prweb.com/releases/2016/08/prweb13600719.htm
Is it Time for a Renaissance of Research?
When I talk with research leaders across the UK (and Europe), I consistently hear some common woes.
The roblem for research leaders today
Many feel under-utilised & almost all suggest they appear to have less influence than they had in the past.
With regard to the cause of this ‘demotion’, many cite the rise of executive interest in Big Data & Analytics. It seems that customer research is now often viewed as the poor relation to a more ‘modern’ data analysis solution.
The fact that market or customer research often still sits in a different department, to data & analytics teams, can exacerbate the problem.
Too few companies yet bring all these components of holistic customer insight together.
Yet, despite this apparent ‘doom & gloom‘ for research professionals, the wind appears to be changing in the wider marketing community. At the start of 2016 a number of data & marketing leaders were asked for their predictions as to key themes for the year. Many cited the need for more focus on emotion. We’ve shared some content on that previously.
Beyond even more emotional marketing, in this though provoking piece, Bruce Tempkin shares the criticality of engaging with emotion when designing better customer experiences:
So, if marketers & CX leaders need to better engage with people’s ...Read More on Datafloq
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Hundreds of organizations from a wide variety have already shared their insights. Around 55 per cent of the participants work at organizations of over 100 employees and are a representative cross-section of the data population: 14% is BI Specialist, 11% Director, 10% Marketing Manager and 6% Data Scientist. It’s not too late to participate in Big Data Survey and receive the full research report.
# 1 Lack of Vision
Data is definitely still a large theme for organizations. No less then 88 per cent of respondents indicate that the opportunities of data for their organizations are substantial. Remarkably, respondents still think of a strong vision (87%) and support from management (60%) as most crucial for success with data.
#2 No Data or Poor Quality of Data
When it comes to laying the technological foundation, the data infrastructure, the biggest challenge is making data available (49%) followed by improving data quality (48%). Developing the right skills to setting up data infrastructure (35%) seems to be ...Read More on Datafloq
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In this webinar, we will guide you through the all the necessary steps to land your dream IT Service role.
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Why Humanizing Algorithms Is a Good Idea
Algorithms are taking over the world. Not yet completely and not yet definitely, but they are well on their way to automate a lot of tasks and jobs. This algorithmization offers many benefits for organizations and consumers; boring tasks can be outsourced to an algorithm that is exceptionally well at a very dull task, much better than humans could ever become. More complicated tasks can benefit from insights derived from analyzing multiple data sources and these insights can help humans in the task at hand. Soon, however, also these tasks could be taken over by algorithms.
We know many examples of the first, ranging from robots that build your smartphone to algorithms that find that particular website within milliseconds. More and more we also see great examples of the latter. There is an algorithm that has a seat at the board of directors of Hong Kong venture capital firm Deep Knowledge Ventures. In addition, there ar algorithms that can instantly translate spoken language into a different language.
Algorithms are therefore rapidly changing how we do business. Businesses consist of value propositions, customer segments, consumer relationships, channels, revenue streams, cost structures, limited resources, partnerships and activities. Algorithms enable each of these elements to be automated ...Read More on Datafloq
Why Humanizing Algorithms Could Prevent them from Going Awry
Algorithms are taking over the world. Not yet completely and not yet definitely, but they are well on their way to automate a lot of tasks and jobs. This algorithmization offers many benefits for organizations and consumers; boring tasks can be outsourced to an algorithm that is exceptionally well at a very dull task, much better than humans could ever become. More complicated tasks can benefit from insights derived from analyzing multiple data sources and these insights can help humans in the task at hand. Soon, however, also these tasks could be taken over by algorithms.
We know many examples of the first, ranging from robots that build your smartphone to algorithms that find that particular website within milliseconds. More and more we also see great examples of the latter, from an algorithm that has a seat at the board of directors of Hong Kong venture capital firm Deep Knowledge Ventures to algorithms that can instantly translate spoken language into a different language.
Algorithms are therefore rapidly changing how we do business. Businesses consist of value propositions, customer segments, consumer relationships, channels, revenue streams, cost structures, limited resources, partnerships and activities. Algorithms enable each of these elements to be automated and using ...Read More on Datafloq
Idén is CRUNCH konferencia
How IT innovators turn digital disruption into a business productivity force multiplier
he next BriefingsDirect
business innovation thought leadership panel discussion examines how digital business transformation
has been accomplished by several prominent enterprises. We'll explore how the convergence of cloud
, and big-data analytics
has prompted companies to innovate and produce new levels of award-winning productivity.
o learn how these trend-setters create innovation value, we're joined by some finalists from the Citrix Synergy 2016
Innovation Awards Program
: Olaf Romer
, Head of Corporate IT and group CIO at Bâloise
in Basel, Switzerland; Alan Crawford
, CIO of Action for Children
in London, and Craig Patterson
, CEO of Patterson and Associates
in San Antonio, Texas. The discussion is moderated by me, Dana Gardner
, Principal Analyst at Interarbor Solutions.
Here are some excerpts:Gardner:
Olaf, what are the major trends that drove you to reexamine the workplace conceptually, and how did you arrive at your technology direction for innovating in that regard?Romer:
First of all, we're Swiss traditional insurance. So, our driver was to become a little bit more modern to get the new generation of people in our company. In Switzerland, this is s a little bit of problem. We also have big companies in Zurich, for example. So, it’s very important for us.
We did this in two directions. One direction is on the IT side, and the other direction is on the real-estate side. We changed from the traditional office boxes to a flex office with open space, like Google has. Nobody has their own desk, not even me. We can go anywhere in our office and sit with whom we think it’s necessary. This is also on the IT side. We go in this direction to go for more mobility, an easier way to work in our company.Gardner:
And because you’re an insurance organization, you have a borderless type of enterprise, where you need to interact with field offices, other payers, suppliers, and customers, of course.
Was that ability to deal with many different types of end-point environments also a concern, and how did you solve that?Romer:
The first step was inside our company, and now, we want to go outside to our brokers and to our customers. The security aspect is very, very important. We're still working on being absolutely secure, because we're handling sensitive customer data. We're still in the process of opening our ecosystem outward to the brokers and customers, but also to other companies we work with. [See related post, Expert panel explores the new reality for cloud security and trusted mobile apps delivery
Alan, tell us about Action for Children and what you’ve been doing in terms of increasing the mobile style of interactions in business.Crawford:
Action for Children is a UK charity. It helps 300,000 children, families, and young people every year. About 5,000 staff, operate from between 300 and 500 branches. So, 300 are our own and a couple of hundred locations are with our partner agencies.
When I started there, the big driver was around security and mobility. A lot of the XP computers
were running out of support, and the staff outside the office was working on paper.
There was a great opportunity in giving modern tablets to staff to improve the productivity. Productivity in our case means that if you spend less time doing unnecessary visits or do something in one visit instead of three, you can spend more quality time with the family to improve the outcomes for the children.Gardner:
And, of course, as a non-profit organization, costs are always a concern. We’ve heard an awful lot here at Citrix Synergy
about lower cost client and endpoint devices. Has that been a good news to your ears? [Learn more about Citrix Synergy 2016
It has. We started with security and productivity as being the main drivers, but actually, as we’ve rolled out, we’ve seen those productivity improvements arise. Now, we're looking at the cost, about the savings we can make on travel, print, and stationery. Our starting budget this year is £1.3 million ($1.7 million) less than it was the year before we introduced tablets
for those things. We're trying to work out exactly how much of that we can attribute to the mobile technology and how much of that is due to other factors.Gardner:
Craig, you're working with a number of public sector organizations. Tell us about what they are facing and what mobility as a style of work means to them.Patterson:
Absolutely. I'm working with a lot of public housing authorities. One is Lucas Metropolitan
, and other is Hampton Redevelopment Agency
. What they're facing is declining budgets and a need to do more with less.
When we look at traditional housing-authority and government-service agencies that are paper-based, paper just continues to multiply. You put one piece in the copier and 20 pieces come out. So, being able to take the documents that contain secure private information of our clients and connect those with the clients out in the field is why we need mobility and efficiency and workflows.
And the cloud is what came to mind with that. With content management
, we can capture data out in the field. We can move our staff out in the field. We don’t have to bring all of the clients into the office, which can sometimes pose a hardship, especially for elderly, disabled, and many of those in the greatest need. Mobility and efficiency with the cloud and the security have become paramount in how we perform our business.Gardner:
I suppose another aspect of mobility is the ability to bring data in analytics to the very edge. Have you yet to take advantage of that or do you see that it’s something that you’re going to be working toward?Patterson:
We know that it’s something we're working toward. We know from the analytics that we’ve been able to see so far that mobility is the key. For some time, people have thought that we can’t put online things like applications for affordable housing, because people don’t have access to the Internet.
Our analytics prove that entirely wrong. Age groups of 75 and 80 were accessing it on mobile devices
faster than the younger group was. What it means is that they find a relative, a grandchild or whoever they need that allows them to access the Internet. It’s been our mindset that has kept us from making the internet and those mobility avenues into our systems available on a broader scale. So, we're moving in that direction so that self service to that community can be displayed more in a broader context.Measuring outcomesCrawford:
On the analytics and how that’s helped by the mobile working, we had a very similar result in Action for Children in the same year we brought out tablets. We started to do outcome measures with the children we were with. To reach a child, we do a baseline measure when we first meet the family, and then maybe three months later, whatever the period of the intervention, we do a further measure.
Doing that directly on a tablet with the family present has really enhanced the outcome measures. We now have measures on 50,000 children and we can aggregate that, see what the trends are, see what the patterns are geographically by types of service and types of intervention.Gardner:
So it’s that two-way street; the more data and analytics you can bring down to the edge, the more you can actually capture and reapply, and that creates a virtuous cycle of improvement in productivity.Crawford:
Absolutely. In this case, we're looking at the data and learning lessons about what works better to improve the outcomes for disadvantaged children, which is really what we're about.Gardner:
Olaf, user experience is a big topic these days, and insurance, going right to the very edge of where there might be a settlement event of some sort, back to the broker, back to the enterprise. User experience improvements at every step of that means ultimately a better productive outcome for your end-customers. [See related post, How the Citrix Technology Professionals Program produces user experience benefits from greater ecosystem collaboration
How does user experience factor into this mobility and data in an analytics equation?
We're looking at the data and learning lessons about what works better to improve the outcomes for disadvantaged children, which is really what we're about.Romer:
First of all, the insurance business is a little bit different business than the others here. The problem is that our customers normally don’t want to touch us during the year. They get a one-time invoice from us and they have to pay the premium. Then, they hope, and we also hope, that they will not have a claim.
We have only one touch a year, and this is little bit of problem. We try to do everything to be more attractive for the customer to get them to us, so that for them it’s clear if they have a problem or need a new insurance, they go to Bâloise Insurance.
We're working on it to bring a little bit of consumerization. In former years the insurance business was very difficult and it wasn’t transparent. The customers have to answer 67 questions before they can take out insurance with us, and this is the point. To make it as simple as possible and to work with a new technology, we have to be attractive for the customers, like taking out insurance through an iPhone
. That’s not so easy.
If you talk with a core insurance guy to calculate the premiums, they won’t already have the 67 answers from the customers. So, it's not only the technology, but working a little bit in a differently in the insurance business. The technology will also help us there. For me, the buzzword is big data, and now we have to bring out the value of the data we have in our business, so that we can go directly with the right user interface to the right customer area.Gardner:
Another concept that we have heard quite a bit at Synergy is the need to allow IT to say yes
more often. Starting with you Craig, what are you seeing in the trends and in the technology that is perhaps most impactful for you to be able to say yes to the requests and the need for agility in these businesses, in these public sector organizations?Device agnosticismPatterson:
It’s the device agnosticism, where you bring your own device (BYOD)
. It’s a device that the individuals are already familiar with. I'm going to take it from two angles. It could be the employee that’s delivering a service out to a customer in the field that can bring their own device, or a partner or contractor, so that we can integrate and shrink-wrap certain data. We will still have data security while they're deploying or doing something out in the field for us. It could be inspections, customer service, medical, etc.
But then, on the client end, they have their own device. By our being able to deliver products through portals that don’t care what device they have, it’s based on mobile protocols and security. Those are the types of trends that are going to allow us to collect the big analytics, know what we think we know, and find out whether we really know it or not and find it, get the facts for it.
The other piece of it though is to make it easy to access the services that we provide to the community, because now it’s a digital community; it’s not just the hardcore community. To see people in a waiting line now for applications hurts my feelings. We want to see them online, accessing it 24×7, when it makes sense for them. Those are the types of services that I see becoming the greater trends in our industry.
Those are the types of trends that are going to allow us to collect the big analytics, know what we think we know, and find out whether we really know it or not and find it, get the facts for it.Gardner:
Alan, what allows you to say “yes” more often?Crawford:
When I started with the XP laptops, we were saying no. So doing lot of comparisons in program within our center now, they're using the tablets and the technology. You have closed Facebook groups with those families. There's now peer support outside hours, when children are going to bed, which is often when they have issues in a family.
They use Eventbrite
, the booking app. There are some standard off-the-shelf apps, but the real enterprise in our service in a rural community currently tells everybody in that community what services they're running through posters and flyers that were printed off. That moved to developing our own app. The prototypes are already out there, and the full app will be out there in a few weeks time. We're saying yes to all of those things. We want to support them. It is not just yes, but yes and how can we help you do that.Gardner:
Olaf, of course, productivity is only as good as the metrics that we need to convince the higher-ups in the board room that we need more investment or that we're doing good work with our technology. Do you have any measurements, metrics, even anecdotes about how you measure productivity and what you've done to modernize your workspaces?Romer:
Yes, for us it’s the feedback from the people. It’s very difficult to measure it on a clear technology level, but feedback from the people is very good and very important for us. You can see with the BYOD we introduced one and a half years ago, a stronger cultural change in collaboration. We work together much more efficiently in the company and in the different departments.
In former times, we had closed file shares, and I couldn't see the files of the department next to me. Now, we're working completely in a modern collaboration way. Still, on traditional insurances, let’s say with the government, it’s very hard for them to work in the new style..
In the beginning, there were very strong concerns about that, and now we're in a cultural shift on this. We get a lot of good feedback that in project teams, or in the case of some problems or issues, we can work much better and faster together.Metrics of successGardner:
Craig, of course it’s great to say yes to your constituents, but it’s also good to say that we're doing more with less to your higher-ups and those that control the budget. Any metrics of success that you can recall in some of the public-sector organizations you're working with?Patterson:
Absolutely. I'll talk about files in workflow. When a document comes into the organization before, we mapped how much time and money it took to get it in a file folder, having been viewed by everyone that it needs to get viewed by. To give quick context, before, a document took a file folder, a label maker, copy machine, and every time a person needed to put a document in that folder, someone had to get it there. Now, the term "file clerk" is actually becoming obsolete.
When a document come in, it gets scanned, it’s instantaneously put in the correct order in the right electronic folder, and an electronic notification is sent to the person who needs to know. That happens in seconds. When you look at each month, it amounts to savings; before, we were managing files, rather than assisting people.
We can now see how many file folders you looked at, how many documents you actually touched, read, and reviewed in comparison with somebody else.
The metrics are in the neighborhood of just about 75 percent paper reduction, because people aren’t making copies. This means they're not going to the copy machine and along the way, the water-cooler and conversation pits. That also abates some of the efficiencies. We can now see how many file folders you looked at, how many documents you actually touched, read, and reviewed in comparison with somebody else.
We had as many as five documents, in comparison with 1,700 in a month. That starts to tell you some things about where your workload is shifting. Not everyone likes that. They might consider it a little bit "big brother," but we need those analytics to know how best to change our workflows to serve our customer, and that’s the community.Gardner:
I don’t know if this is a metric that’s easy to measure, but less bureaucracy would be something that I think just about everyone would be in favor of. Can you point to something that says we're able to reduce bureaucracy through technology?Patterson:
When you look at bureaucracy and unnecessary paper flows, there are certain yes-and-no questions that are part of bureaucracy. Somebody has it go their desk and their job is to stamp yes or no on it. What decision do you have to make? Well they really don’t; they just have to stamp yes. To me, that’s classic bureaucracy.
Well, if the document hits that person’s desk and it meets a certain criteria or threshold, the computer automatically and instantaneously approves it and it has a documented audit trail. That saves some of our clients in the housing-authority industry, when the auditors come and review things. But if you had to make a decision, it forced you to know how long it took you to make it. So, we can look at why is it taking so long or there are questions that you don’t need to be answering.Gardner:
So let the systems do what they do best and let the people do the exception management and the value-added activities. Alan, you had some thoughts about metrics of success of bureaucracy or both?Proxy measureCrawford:
Yes, it’s the metrics. The Citrix CEO [Kirill Tatarinov]
talked at Citrix Synergy
about productivity actually going down in the last few years. We’ve put all these tablets out there and we have individual case studies where we know a particular family-support worker has driven 1,700 miles in the year with the tablet, and it was 3,400 miles in the year without. That’s a proxy measure of how much time they're spending on the road, and we have all the associated cost of fuel and wasted time and effort.
We've just installed an app -- actually I have rolled it out in the last month or so -- that measures how many tablets have been switched on in the month, how much they're been used in the day, and what they've been used for. We can break that down by the geographical areas and give that information back to the line managers, because they're the people to whom it will actually make sense.
I'm right at a stage where it’s great information. It’s really powerful, but it’s actually to understand how many hours a day they should be using that tablet. We're not quite sure, and it probably varies from one type of service to another.
We look at those trends over a period of months. We can tell managers that, yes, total staff used them 90 percent, but it’s 85 percent in yours. All managers, I find, are fairly competitive.
There are inhibitors around mobile network coverage and even broadband coverage in some rural areas. We just follow up on all of those user experience information we get back and try and proactively improve them.Gardner:
Well, that may be a hallmark of business agility, when you can try things out, A/B testing
. We’ll try this, we’ll try that, we don’t pay a penalty for doing that. We can simply learn from it and immediately apply our lesson back to the process.Crawford:
It’s all about how we support those areas where we identify that they're not making the most of the technology they’ve been given. And it might be human factors. The staff or even the managers are very fearful. Or it might be technical factors. There are inhibitors around mobile network coverage and even broadband coverage in some rural areas. We just follow up on all of those user experience information we get back and try and proactively improve them.Gardner:
Olaf, when we ask enterprises where they are in their digital transformation, many are saying they're just at the beginning. For you, who are obviously well into a digital transformation process, what lessons learned could you share; any words of advice for others as they embark on this journey?Romer:
The first digital transformation in the insurance business was in the middle of 1990s, when we started to go paperless and work with a digital system. Today, more than 90 percent of our new insurance contracts are completely paperless. In Germany, for example, you can give a digital signature. It’s not allowed for the moment in Switzerland, but from a technical perspective, we can do this.
My advice would be that digitalization gives you a good situation to think about to make it simple. We built up great complexity over the years, and now we're able to bring this down and make it as simple as possible. We created the slogan, “Simply Safe,” for us to rethink everything that we're doing to make it simple and safe. Again, for insurance, it's very important that the digitalization brings us not more complexity, but reduces it.Gardner:
Craig, digital transformation, lessons learned, what advice can you offer others as they embark?Document and workflowPatterson:
In digital transformation, I’ll just use document and workflow. Start with the higher-end items; there's low-hanging fruit there. I don’t know if we'll ever be totally paperless, which would really allow us to go mobile, but at the same time, know what not to scan. Know what to archive and just get rid off. And don't hang on to old technologies for too long. That’s something else that’s starting to happen. The technological revolution in lifecycle of technology is shorter and we need to plan our strategies along those lines.Gardner:
Alan, words of advice on those also interested in digital transformation?Crawford:
For us, it started about connecting with our cause. We’ve got social care staff and since we’re going to do digital transformation, it's not going to really enthuse them. However, if you explain that this is about actually improving the lives of children with technology, then they start to get interested. So, there is a bit about using your cause and relating the change to your cause.
You’ve got to follow through on all this change to get the real benefits out of it. You’ve got to be a bit tenacious with it to really see the benefits in the end.
A lot of our people factors are on how to engage and train. It's no longer IT saying, "Here’s the solution, and we expect you to do ABC." I was working with those social-care workers, and here are the options, what will work for you and how should we approach that, but then it’s never letting up.
Actually, you’ve got to follow through on all this change to get the real benefits out of it. You’ve got to be a bit tenacious with it to really see the benefits in the end.Gardner:
Tie your digital transformation and the organization’s mission that there is no daylight between them.Crawford:
We’ve got the project digitally enabling Action for Children and that was to try and link the two together inextricably.Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Citrix.
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Infrastructure as destiny — How Purdue builds an IT support fabric for big data-enabled IoT
he next BriefingsDirect
Voice of the Customer IT infrastructure thought leadership case study explores how Purdue University
has created a strategic IT environment to support dynamic workload requirements.
We'll now hear how Purdue extended a research and development IT support infrastructure to provide a common and "operational credibility" approach to support myriad types of compute demands by end users and departments.T
o describe how a public university is moving toward IT as a service
, please join Gerry McCartney
, Chief Information Officer at Purdue University in Indiana. The discussion is moderated by BriefingsDirect's Dana Gardner
, Principal Analyst at Interarbor Solutions.
Here are some excerpts:Gardner:
When you're in the business of IT infrastructure, you need to predict the future. How do you close the gap between what you think will be demanded of your infrastructure in a few years and what you need to put in place now?McCartney:
A lot of the job that we do is based on trust and people believing that we can be responsive to situations. The most effective way to show that right now is to respond to people’s issues today. If you can do that effectively, then you can present a case that you can take a forward-looking perspective and satisfy what you and they anticipate to be their needs.
I don’t think you can make forward-looking statements credibly, especially to a somewhat cynical group of users, if you're not able to satisfy today’s needs. We refer to that as operational credibility. I don’t like the term operational excellence, but are you credible in what you provide? Do people believe you when you speak?Gardner:
We hear an awful lot about digital disruption
in other industries. We see big examples of it in taxi cabs, for example, or hospitality. Is there digital disruption going on at university campuses as well, and how would you describe that?McCartney:
A university you can think of as consisting of three main lines of business, two of which are our core activities, of teaching students, educating students; and then producing new knowledge or doing research. The third is the business of running that business, and how do you do that. A very large infrastructure is built up around that third leg, for a variety of reasons.
But if we look at the first two, research in particular, which is where we started, this concept of the third leg of science has been around for some time now. It used to be just experimentation and theory creations. You create a theory, then you do an experiment with some test tubes or something like this, or grow a crop in the field. Then, you would refine your theory and you would continue in that kind of dyadic mode of just going backward and forward. Third leg of scienceT
hat was all right until we wanted to crash lorries into walls or to fly a probe into the sun. You don’t get to do that a thousand times, because you can’t afford it, or it’s too big or too small. Simulation has now become what we refer to as the third leg of science.
Slightly more than 35 percent of our actual research now uses high-performance computing (HPC)
in some key parts of it to produce results, then shape the theory formulation, and the actual experimentation, which obviously still goes on.
Around teaching, we've seen for-profit universities, and we've seen massive open online courses (MOOCs)
more recently. There's a strong sense that the current mode of instructional delivery cannot stay the same as it has been for the last hundreds of years and that it’s ripe for reform
Indeed, my boss at Purdue, Mitch Daniels
, would be a clear and vibrant voice in that debate himself. To go back to my earlier comments, our job there is to be able to provide credible alternatives, credible solutions to ideas as they emerge. We still haven’t figured that out collectively as an industry, but that’s something that is in the forefront of a lot of peoples’ minds.Gardner:
Suffice to say that information technology
will play a major role in that, whatever it is.McCartney:
It’s hard to imagine a solution that isn’t actually completely dependent upon information technology, for at least its delivery, and maybe for more than that.
Right now, our principal requirement is around research computing, because we have to put the storage close to the compute. That's just a requirement of the technology. Gardner:
So, high-performance computing is a bedrock for the simulations needed in modern research. Has that provided you with a good stepping stone toward more cloud
-based, distributed computing-based fabric, and ultimately composable infrastructure
-based environments? McCartney:
Indeed it has. I can go back maybe seven or eight years at our place, and we had close to 70 data centers
on our campus. And by a data center, I mean a room with at least 200-amp supply, and at least 30 tons of additional cooling, not just a room that happens to have some computers in it. I couldn't possibly count how many of them there are now. Those stand-alone data centers are almost all gone now, thanks to our community cluster program, and the long game is that we probably won't have much hardware on our campus at some point a few years from now.
Right now, our principal requirement is around research computing, because we have to put the storage close to the compute. That's just a requirement of the technology.
In fact, many of our administrative services right now are provided by cloud providers. Our users are completely oblivious to that, but we have no on-premises solution at all. We're not doing travel, expense reimbursement and a variety of back-office things on our campus at all.T
hat trend is going to continue, and the forcing function there is that I can't spend enough on security to protect all the assets I have. So, rather than spend even more on security and fail to provide that completely secure environment, it's better to go to somebody who can provide that environment.Data-compute linkGardner:
What sort of an infrastructure software environment
do you think will give you that opportunity to make the right choices when you decide on-prem versus cloud, even for those intensive workloads that require a tight data and compute link?McCartney:
The worry for any CIO is that the only thing I have that's mine is my business data. Anything else -- web services, network services -- I can buy from a vendor. What nobody else can provide me are my actual accounts, if you wish to just choose a business term, but that can be research information, instructional information, or just regular bookkeeping information.
When you come into a room of a new solution, you're immediately looking at the exit door. In other words, when I have to leave, how easy, difficult, or expensive is it going to be to extract my information back from the solution?
That drives a huge part of any consideration, whether it's cloud or on-prem or whether it's proprietary or open code solution. When this product dies, the company goes bust, we lose interest in it, or whatever -- how easy, expensive, difficult is it for me to extract my business data back from that environment, because I am going to need to do that?
I'm quite happy for everybody else to knock the bumps out to the road for me, and I'll be happy to drive along it when it’s a six-lane highway. Gardner:
What, at this juncture, meets that requirement in your mind? We've heard a lot recently about container technology
, standards for open-source platforms, industry accepted norms for cloud platforms. What do you think reduces your risk at this point?McCartney:
I don't think it's there yet for me. I'm happy to have, relatively speaking, small lines of business. Also, you're dependent then on your network availability and volume. So, I'm quite happy there, because I wasn't the first, and because that's not an important narrative for us as an institution.
I'm quite happy for everybody else to knock the bumps out of the road for me, and I'll be happy to drive along it when it’s a six-lane highway. Right now it's barely paved, and I'll allow other brave souls to go there ahead of me.Gardner:
You mentioned early on in our discussion the word "cynical." Tell me a little bit about the unique requirements in a university environment where you need to provide a common, centrally managed approach to IT for cost and security and manageability, but also see to the unique concerns and requirements of individual stakeholders?McCartney:
All universities are, as they should be, full of self-consciously very smart people who are all convinced they could do a job, any particular job, better than the incumbent is doing it. Having said that, the vast bulk of them have very little interest in anything to do with infrastructure.
The way this plays out is that the central IT group provides the core base that services the network -- the wireless services, base storage, base compute, things like that. As you move to the edge, the things that make a difference at the edge. Providing the serviceI
n other words, if you have a unique electrical device that you want to plug in to a socket in the wall because you are in paleontology, cell biology, or organic chemistry, that's fine. You don't need your own electricity generating plants to do that. I can provide you with the electricity. You just need the cute device and you can do your business, and everybody is happy.
Whatever the IT equivalent to that is, I want to be the energy supplier. Then, you have your device at the edge that makes a difference for you. You don't have to worry about the electricity working; it's just there. I go back to that phrase "operational credibility." Are we genuinely surprised when the service doesn’t work? That’s what credibility means.Gardner:
So, to me, that really starts to mean IT as a service
, not just electricity or compute or storage. It's really the function of IT. Is that in line with your thinking, and how would you best describe IT as a service?McCartney:
I think that's exactly right, Dana. There are two components to this. There's an operational component, which is, are you a credible provider of whatever the institution decides the services are that it needs, lighting, air-conditioning or the IT equivalence of that? They just work. They work at reasonable cost; it's all good. That’s the operational component.
The difference with IT, as opposed to other infrastructure components, is that IT has itself the capability to transform entire processes
. That’s not true of other infrastructure things. I can take an IT process and completely reengineer something that's important to me, using advantages that the technology gives me.F
or example, I might be concerned about student performance in particular programs. I can use geo-location data about their movement. I can use network activity. I can use a variety of other resources available to me to help in the guidance of those students on what’s good behavior and what’s helpful behavior to an outcome that they want. You can’t do that with an air-conditioning system.
IT has that capability to reinvent itself and reinvent entire processes. You mentioned some of them the way that things like Uber has entirely disrupted the taxi industry. I’d say the same thing here.
There's one part of the CIO’s job that’s operational; does everything work? The second part is, if we're in transition period to a new business model, how involved are the IT leaders in your group in that discussion? It's not just can we do this with IT or not, but it’s more can a CIO and the CIO’s staff bring an imagination to the conversation, that is a different perspective than other voices in the organization? That's true of any industry or line of business.
Are you merely there as a handmaiden waiting to be told what to do, or are you an active partner in the conversation? Are you a business partner? I know that’s a phrase people like to use. There's a kind of a great divide there.Gardner:
I can see where IT is a disruptor -- and it’s also a solution to the disruptor, but that solution might further disrupt things. So, it's really an interesting period. Tell me a little bit more about this concept of student retention using new technologies -- geolocation
for example -- as well as big data
which has become more available at much lower cost. You might even think of analytics as a service as another component of IT as a service.
How impactful will that be on how you can manage your campus, not only for student retention, but perhaps for other aspects of a smarter intelligent campus opportunity? [See related post, Nottingham Trent University Elevates Big Data’s Role to Improving Student Retention in Higher Education
One of the great attractions of small educational institutions is that you get a lot of personalized attention. The constraint of a small institution is that you have very little choice. There's a small number of faculty, and they simply can’t offer the options and different concentrations that you get in a large institution.
In a large institution, you have the exact opposite problem. You have many, many choices, perhaps even too many subjects that, as a 19-year-old, you've never even heard of. Perhaps you get less individualized attention and you fill that gap by taking advice from students who went to your high school a year before, who are people in your residence hall, or people you bump into on the street. The knowledge that you acquire there is accidental, opportunistic, and not structured in any way around you as an individual, but it’s better than nothing.
There are advisors, of course, and there are people, but you don't know these individuals. You have to go and form relationships with them and they have to understand you and you have to understand them.
A big-data opportunity here is to be able to look at the students at some level of individuality. "Look, this is your past, this is what you have done, this is what you think, and this is the behavior that we are not sure you're engaging in right now. Have you thought about this path, have you thought about this kind of behavior for yourself?"
One of the great attractions of small educational institutions is that you get a lot of personalized attention. The constraint of a small institution is that you have very little choice.
A well-established principle in student services is that the best indicator of student success is how engaged they are in the institution. There are many surrogate measures of that, like whether they participate in clubs. Do they go home every weekend, indicating they are not really engaged, that they haven’t made that transition?
Independent of your academic ability, your SAT
scores, and your GPA
that you got in high school, for students that engage, that behavior is highly correlated with success and good outcomes, the outcomes everybody wants.
As an institution, how do you advise or counsel. They'll say perhaps there's nothing here they're interested in, and that can be a problem with a small institution. It's very intimate. Everybody says, "Dana, we can see you're not having a great time. Would you like to join the chess club or the drafts club?" And you say, "Well, I was looking for the Legion of Doom Club
, and you don’t seem to have one here."
Well, you go to a large institution, they probably have two of those things, but how would you find it and how would you even know to look for that? How would you discover new things that you didn't even know you liked, because the high school you went to didn't teach applied engineering or a whole pile of other things, for that matter.Gardner:
It’s interesting when you look at it that way. The student retention equation is, in a business sense, the equivalent of user experience, personalization, engagement, share of wallet, those sorts of metrics.
We have the opportunity now
, probably for the first time, to use big data, Internet of Things (IoT)
, and analytics to measure, predict, and intercede at a behavioral level. So in this case, to make somebody a productive member of society at a capacity they might miss and you only have one or two chances at that, seems like a rather monumental opportunity.Effective pathMcCartney:
You’re exactly right, Dana. I'm not sure I like the equivalence with a customer, but I get the point that you're making there. What you're trying to do is to genuinely help students discover an effective path for themselves and learn that. You can learn it randomly, and that's nice. We don't want to create this kind of railroad track. Well, you're here; you’ve got to end up over there. That’s not helpful either.
My own experience, and I don’t know about other people listening to this, is that you have remarkably little information when you're making these choices at 19 and 20. Usually, if you were getting direction, it was from somebody who had a plan for you that was more based on their experience of life, some 20 or 30 years previously than on your experience of life.S
o where big data can be a very effective play here, was to say, "Look, here are people that look like you, and here were the choices they've made. You might find some of these choices interesting. If you might, then here’s how you’d go about exploring that."
As you rightly say, and implicitly suggested, there is a concern with the high costs, especially of residential education, right now. The most wasteful expenditures there are is where you do a year or two to find out you shouldn't have ever been in this program, you have no love for this thing, you have no affinity for it.
What you're trying to do is to genuinely help students discover an effective path for themselves and learn that. You can learn it randomly, and that's nice.
The sooner you can find that out for yourself and make a conscious choice the better. We see big data having a very active role in that because one of the great advantages of being in a large institution is that we have tens of thousands of students over many years. We know what those outcomes look like, and we know different choices that different people have made. Yes, you can be the first person to make a brand new choice, and good for you if you are.Gardner:
Well it’s an interesting way of looking at big data that has a major societal benefit in the offing. It also provides predictability and tools for people in ways they hadn’t had before. So, I think it’s very commendable.
Before we sign-off, what comes next – high performance computing (HPC)
, fabric cloud, IT-as-a service
-- is there another chapter on this journey that perhaps you have a bead on that that we’re not aware of?McCartney:
Oh my goodness, yes. We have an event now that I started three years ago called "Dawn or Doom
," in which if technology is a forcing function, if it is. We're not even going to assert that definitely. Are we reaching a point of a new nirvana, a new human paradise where we’ve resolved all major social problems, and health problems or have we created some new seventh circle of hell where it’s actually an unmitigated disaster for almost everybody; if not everybody? Is this the end of life as we know it? We create robots that are superior to us in every way and we become just some intermediate form of life that has reached the end of its cycle.
This is an annual event that's free and open. Anybody who wants to come is very welcome to attend. You can Google "Dawn or Doom Purdue
." We look at it from all different perspectives. So, we have obviously engineers and computer scientists, but we have psychologists, we have labor economists. What about the future of work? If nobody has a job, is that a blessing or a curse?
Psychologists, philosophers, what does it mean, what does artificial intelligence mean, what does a self-conscious machine mean? Currently, of course, we have things like food security we worry about. And the Zika virus -- are we spawning a whole new set of viruses we have no cure for? Have we reached the end of the effectiveness of antibiotics or not?
These are all incredibly interesting questions I would think any intelligent person would want to at least probe around, and we've had some significant success with that.Next eventGardner:
When is the next Dawn or Doom
event, and where will it be?McCartney:
It would be in West Lafayette, Indiana, on October 3 and 4. We have a number of external high-profile key note speakers, then we have a passel of Purdue faculty. So, you will find something that entertain even the most arcane of interests. [For more on Dawn or Doom, see the book, Dawn or Doom: The Risks and Rewards of Emerging Technologies.]Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Hewlett Packard Enterprise.
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How UPS automates supply chain management and gains greater insight for procurement efficiency
he next BriefingsDirect
business innovation for procurement case study examines how UPS
modernizes and streamlinines its procure-to-pay
Learn how UPS -- across billions of dollars of supplier spend per year -- automates supply-chain management
and leverages new technologies to provide greater insight into procurement networks
. This business process innovation exchange comes to you in conjunction with the Tradeshift Innovation Day
held in New York on June 22, 2016.T
o explore how procurement has become strategic for UPS, BriefingsDirect sat down with Jamie Dawson
, Vice-President of UPS's Global Business Services Procurement Strategy in Atlanta. The discussion is moderated by me, Dana Gardner
, Principal Analyst at Interarbor Solutions.
Here are some excerpts:Gardner:
What are the major trends that you are seeing in procurement, and how you're changing your strategy to adjust?Dawson:
We're seeing a lot of evolution in the marketplace in terms of both technology and new opportunities in ways to procure goods and that really is true around the globe. We're adjusting our strategy and also challenging some of our business partners to come along with us.
We're a $60 billion company. Last year, our total expenses were somewhere in the $50-billion range, lots of goods and services flowing around the globe.Gardner:
And so, any way that you can find new efficiency, new spend management benefits that turns into some significant savings. Dawson:
Now that you're looking for new strategies and new solutions, what is it in procurement that’s of most interest to you and how are you using technology in ways you didn't before? Collaboration and partnershipsDawson:
One of the new ways is a combination or partnerships both with third parties as well as our own internal business partners. We're collaborating with other functions, and procurement is not something we are doing to them; we're working with them to understand what their needs are and working with their suppliers as well. Gardner:
We're hearing some very interesting things these days
about using machine learning and artificial intelligence, combining that with human agents who are specialized. It sounds like, in some ways, external procurement services can do the job better than anyone. Is that something that you're open to? Is procurement as a service something you're looking at? [See related post, How new modes of buying and evaluating goods and services disrupts business procurement — for the better
Procurement-as-a-service has a certain niche play. There will always be basic buy-and-sell items, even as individuals. There are some things you don’t research, but you just go out and buy. There are other things for which you do a lot of research and you look into different solutions.
There are different things that will cause you to research more. Maybe it's a competitive advantage, maybe you're looking for an opportunity in a new space or a new corner of the globe. So, you'll do a lot more research, and your solutions need to be scalable. If you create and start in Europe, maybe you'll also want to use it in Asia. If you start in the US, maybe you want to use elsewhere.Gardner:
It sure sounds like, during a period of experimentation, that where the boundary was between things that you would buy by rote versus things you would buy with a lot of expertise or research is shifting or changing. Are you experimenting as an organization, and what is interesting to you as you look at new opportunities from those people who are in the procurement network space
There will always be complex areas that require solution orientation more than just price. They need a deep understanding of industry, knowledge, and partnership.Dawson:
There will always be complex areas that require solution orientation more than just price. They need a deep understanding of industry, knowledge, and partnership. There are a lot of other areas where the opportunities are expanding every day. [See related post, ChainLink analyst on how cloud-enabled supply chain networks drive companies to better manage finances, procurement.
As you think about what you've done and been able to accomplish, do you have any advice for other organizations that are also starting to think about modernizing and strategizing, rather than just doing it in the traditional old way? What would you tell them?Dawson:
Two things. One would be within the procurement organizations to be open to new ideas
. And second, get the rest of the organization behind you, because you're going to need their support. Gardner:
It seems that procurement as a function is just far more strategic
than it used to be. Not only are you able to get more goods and services, but you can save significant amounts of money. Do you feel that your profile as an organization within UPS is rising or expanding in terms of the role you play in the larger organization? [See related post, CPO expert Joanna Martinez extols the virtues of redesigning procurement for strategic business agility
.]Don't have to sellDawson:
I'm certainly aware that the knowledge of the capabilities and the demonstrated successes are now being recognized throughout the organization. And it becomes self feeding. You actually get on a roll and can further expand the capabilities once that knowledge is out there; you don’t have to sell.Gardner:
Last question, looking to the future, on a vision level, what’s really exciting to you? What are you thinking that might be more important to you in how you do business two or three years from now? It could be technology, suppliers, ecosystems, cloud enabled intelligence, that sort of thing.Dawson:
It’s a very interesting question, because it’s almost the same answer. Your greatest fear is the greatest benefit. I listened to what we just heard on the Tradeshift Go tool
, and it’s crazy how exciting that this is
. You heard all the questions in the room about how to adapt that to what you already have today? The world still exists as it exists today.
There's this huge transition period where we were bolting on these fantastic great ideas to our existing infrastructure. That transition into what's new and really embracing it is the most exciting of all.
So, there's this huge transition period where we were bolting on these fantastic great ideas
to our existing infrastructure. That transition into what's new and really embracing it is the most exciting of all. Gardner:
Disruption can be good and disruption can be bad.Dawson:
It will be a challenging journey.Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Tradeshift.
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How the Citrix Technology Professionals Program produces user experience benefits from greater ecosystem collaboration
he next BriefingsDirect
thought leadership panel discussion focuses on how expert user communities around technologies and solutions create powerful digital business improvements.
As an example, we will explore how the Citrix Technology Professionals Program
, or CTPs as they are referred to, gives participants a larger say in essential strategy initiatives such as enabling mobile work styles.T
o learn more about the CTP program and how an ongoing dialogue between vendors and experts provides the best end-user experiences, we're joined by Douglas Brown
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We hear so much nowadays about user experience
. You might say that you, as a community-based organization, are the original user experience provider. What is the CTP program as a user group and how ultimately does your user experience translate into improvements for the Citrix community and ecosystem?Brown:
I've been a CTP since the conception of the CTP Program, and within the Citrix Community since 1997.
What's neat about the CTP Program and the Citrix Community in general is that we're able to bring a bunch of great, talented people together, and then in return, take that combined experience and knowledge and share that with other people.
What was interesting and what got me into the community way back when, was the fact that there was just no information. You were just really out on your own trying to solve problems. And when we were able to then put that in the community, we all exponentially got better.
What I've found through the Citrix Community in general, the Citrix Users Group
that Citrix has recently started, and the CTP Program is that you're always better together. That's the biggest takeaway for me from not just the 10 years of CTP, but 15 or 16 years of being in the greater Citrix Community itself.Gardner:
Steve, how well and effective does this advocacy role work? How much traction are you getting?Greenberg:
It's amazing how well it works. Doug referred to the old days. We had a 1997 to 2007 era, where you didn't have the feedback loop, and products evolved slowly. We'd see a new product release and ask why they did that. So, this passionate group, because of the Internet, because we're all kind of little freaks in our little neighborhoods somewhere around the world, all found each other and come together with such a passion.
We haven't calculated it, but it's in excess of 1,000 years of hands-on experience between this group of 50 or so people. It works, and Citrix has come to value it. Other companies are following the model and developing community programs. It's really invigorating to learn something from the true end user, the customer, and bring it back to headquarters and see the products evolve and change.Brown:
It's really a 360-degree type of program. It's not just for us; it also benefits Citrix, and then, of course, everyone, the customer and the end engineers, what have you. Gardner:
As was mentioned, we're in this era of social media
, and people can be their own publisher and they can be an earphone and a megaphone at the same time. So Rick, do you feel like you're representing a large group, and how do they communicate to you what they're feeling? Much broader audienceDehlinger:
I do feel like I represent a pretty large group, especially when you start wandering the halls of Citrix Synergy
. It’s like a college or high school reunion that happens every year. I definitely feel like we represent a much broader audience.
We (the members of the CTP program) also have people who represent perspectives from various locations across the world, different industries, industry functions, different customer bases -- even different seats in the ecosystem -- the partner community, end user, customer, and other technology-provider companies.
In terms of communication, some of the tools have evolved over the last 10 years. Steve made a good point. I hadn’t really thought about the fact that we have two different eras. The era of the last 10 years has really been one of greatly increased communication and transparency, and that's one of the things that the CTP program is fantastic about.
[Interesting editorial note: shortly after the inception of the CTP Program in 2006, a couple of the founding CTP’s – Brian Madden and Rick Dehlinger – wrote blog articles essentially calling Citrix out for being closed off and not showing any thought leadership in the industry.
Then Citrix CEO Mark Templeton
got the message loud and clear, and reversed the policy against Citrixites blogging. This was effectively the turning point between the eras Steve Greenberg mentioned, and the first big impact the CTP’s had on Citrix and the industry.]S
teve had mentioned that a lot of the other vendors are starting to use this (CTP Program) as a model to build their community programs around. This group of people is very passionate about Citrix Technologies and passionate about touching the lives of others. This combines the two of those (passions) and puts us behind a closed door with the opportunity to have a very real conversation and communication with the leaders, developers, product managers at Citrix.
We have impacted some very substantial and positive change in Citrix -- helped them stop going down some roads that were very disastrous and recover from some decisions that started to be disastrous or were dead ends -- and they ultimately improved it.
We continue to be inspired by what they bring out and put in front of us as a possible vision; it’s incredible.Greenberg:
And to Doug’s 360-degree comment, we continue to be inspired by what they bring out and put in front of us as a possible vision; it’s incredible. Just so you understand, we're usually locked in a room for two full days, approximately 10 to 12 hours, a couple of times a year, and it gets deep. It’s like an inside family having a family discussion that gets real hot, but it's two-way.
Perhaps at first, it was us saying, "You have got to fix this stuff," but now it's inspiring to see what comes out, that they touch the community and say, "We're thinking about this; how would that work?" It's really, really cool.Brown:
I like the fact that Steve mentioned it’s really two different eras. Prior to the CTP Program, and I was around when they started this, we really had to push something like this for Citrix. A typical corporation back then was not about outside feedback per se. They did not blog; there was no social media. It was a very controlled message.
Nowadays, obviously they need to control the message, but it’s just wide open. It’s a wide -open world out there today.Interactive, wide rangingGardner:
Jo, you're like a focus group in a sense, but interactive and wide-ranging in terms of your impact and getting information from the field. So as a focus group, what did you accomplishing recently at Citrix Synergy 2016?Harder:
Let me step back and say that we're under NDA
with Citrix. These closed-door discussions that Steve mentioned are very private discussions. The product managers go into what's happening, what they're thinking about for future products, and that's really the basis for those discussions.
I never really thought about us as like a focus group, but we are. It's really great that we can give feedback to each other. Because we have such varied experiences and expertise, there are some products that I know really well that the person sitting next to me might touch once a year. So we have complete variety in the group. It's really great to be able to have those discussions as a focus group, if you will, and to be able to provide that feedback to the folks at Citrix and really to each other as well, because we do learn a lot from each other.Gardner:
Because Citrix has so many different lines and different products, they have inherited things through acquisition, they have built things organically, no one user consumes them in the same way. What are you seeing in terms of adoption? What would you say is the most interesting part of Citrix’s solutions in this particular day and age?Dehlinger:
The most interesting thing for me and in our little focus group is community representation. I tend to be one of the ones that advocates very heavily for the cloud, and for increasing the pace of evolution, helping drag the traditional Citrix enterprise customer base further into the new world that we live in. For me the most exciting stuff has definitely got to be the cloud.
The evolution of Citrix’s Cloud Services, now called Citrix Cloud
, and all that stuff underneath it, is fantastic. It’s monumental, not just for the consumer base, but also for Citrix, because it gets them into the world of rapid prototyping and rapid evolution, consistent, evergreen products and services, and also starts to put them into a different world, where it's cloud-based consumption and pricing.
Every day, every week, every month, every year, you have to continue to prove your value and improve your value service.
Every day, every week, every month, every year, you have to continue to prove your value and improve your value and provide a high quality level of service. If you don't, you're cut off; the customer has the opportunity to walk away.
One of the things that's most exciting about that for me is the opportunity for Citrix to evolve into the cloud first world alongside Microsoft. If you look at any of the traditional enterprise technology vendors that are out there, they've been selling based on a capital-expenditure model into the enterprise.
The customers go spend all these big bucks up front; these vendors’ entire ecosystems - their sales teams, even their product development cycles - they’re based off these big buys and long deployment processes. There's so much of a company (that revolves around up-front capital expenditure and long deployment cycles), and the entire ecosystem gets tied to that.
Then, you look at the polar opposite end of that; that is the cloud, where it’s consumption-based pricing, the attributes that I mentioned a little bit earlier.Adoption patternsGardner:
So it could be quite interesting on adoption patterns. We could be seeing all sorts of new models popping up, and that could be interesting for companies as well as the end user organizations.Dehlinger:
In my mind, it increases the transparency on both sides. Citrix knows and understands who is using what, and what they are not using also. The customer has an opportunity to vote with their dollars, not just once upfront when they are seeing all the stars of the sales pitch, but on a monthly or a yearly basis.
That's actually the most exciting part to me, because Microsoft has made that pivot now, with Office 365
and Azure and all that product family. They've brought their ecosystem around and they're showing the world now that it's possible to evolve from being a traditional enterprise software/ technology vendor to being a cloud service provider.
What I see as the future of Citrix and of the community is Citrix getting over that hump themselves and really getting into it. They have reinvented themselves many times over the years.
So, it's exciting for me. What I see as the future of Citrix and of the community is Citrix getting over that hump themselves and really getting into it. They have reinvented themselves many times over the years.Gardner:
Steve, thin-client computing, always an interesting solution, but tying that to any device, any cloud -- what do you see are some of the most interesting developments?Greenberg:
To me, it's that push forward, and it’s the new CEO Kirill Tatarinov
making a strong statement that we're going to the cloud, as Rick says, taking it forward. But the most exciting thing for me, because day in and day out I architect and implement design, is to take this suite and to fit it to the organization. Every organization is different, and the best part of my job is going in and learning a new organization and what it is they do and how they do it. Inevitably, something Citrix is doing makes that better.
Now, as Rick said, we just have more options. If this organization needs cloud, it’s the best delivery model. Perhaps they're distributed around the world or some other factor, and now they can do it. They have Citrix behind them casting the vision.S
o it’s the flexibility, it's the power and excitement that you get from moving at the speed of the business. It's not IT saying no, not IT saying, "Well, I can't do that new product line because our system is blah, blah, blah." If we need to move quick, throw it in Azure. Let’s get on to that new offering.Harder:
has never been as prominent as it is now. What do you see from the virtualization perspective with the new products and the new embrace of virtualization at multiple abstractions?Tying in securityHarder:
I'm looking at it from the banking sector, because that's what I live and breathe. I'm looking at it from security, compliance, everything that comes along with the finance industry. I look at that probably a little bit more cautiously than most, but what I find pretty interesting is that Citrix is really tying in security end-to-end.
Some of the sessions here at Synergy have talked about the whole security piece. You want to be progressive, but you have to do it very securely. That's one of the pieces that I'm really embracing from a virtualization standpoint.
From the standpoint of finance, there should be no data on the workstation. If somebody were to walk into a bank and steal that client device, they should not be able to walk off with any Social Security numbers, no non-public personal information (NPI)
, nothing of that sort. That's what excites me about virtualization and tying that together, the way that Citrix has all the moving parts.
In the future, the next step for the banks is getting into wireless, getting into mobility. Citrix is very well-poised for that. So, the future is bright.
In the future, the next step for the banks is getting into wireless, getting into mobility. Citrix is very well-poised for that.Gardner:
So, security was the original big use case for VDI
, nothing on the client. But now clients are everywhere. So it's really, “How do we get the data from the edge and to the edge securely.”
Douglas, what are some of the key points from your perspective in terms of the Citrix product line and how that impacts users that you represent?Brown:
That's a good question. I'm a XenApp
baby. I see the cloud as the real, true information highway. It's the enabler to allow us to bring things to market quicker. XenApp is that ultimate tool to then give access to the applications anywhere, any time.
I don't care if it's 2016, with all the stuff that we do today, or if it's 1999, at the end of the day, I have never met an end user that comes into the company and says, "Gee, I can't wait to use Windows 10," or "Gee, I can't wait to use that new Cisco
Core Router they just bought." They don’t come into work and say, "Oh no, I have to do a spreadsheet today." They don't even talk about Excel.
With all these different technologies we're bringing around, be it the cloud, or mobility, or whatever, back to the user experience piece, Citrix is able to give the end user a better, faster time to market for them. At the end of the day, they're able to work better from any place, any time.
I've been living a lot in Sarasota, but also I commute to Berlin, Germany. It’s sort of an interesting commute, but it doesn't matter where I live, and this is the same story that we've said for 15 years.
It's not about a new story; it's just about bringing more components to make that, to fulfill that destiny of a better user experience. What's IT there for? It’s to enable the users to do their jobs better, and ultimately, that's what Citrix is about. Everything else is just fluff. Everything else is just the machinery.Network intelligenceGardner:
Rick, when we think about changes in Citrix over the past couple of years -- and there have been a lot of them -- one of the things that strikes me is that they seem to be much more interested in strutting their stuff as to what their network intelligence capabilities are.
There's a lot more discussion of NetScaler
and how that integrates to mobility, security, big-data analytics, and cloud. Do you agree with me that the NetScaler and the intelligent networks component are more prominent, and how does that play into the future?Dehlinger:
NetScaler was, by anybody's measure, one of the best acquisitions Citrix ever made. They got some fantastic technology and brilliant talent. Some of the things that we've been able to do with NetScaler in our tool bag, as we're out solving problems and helping customers take things to the next level, is just mind-boggling.
I'm thrilled at the change. It seems like they finally started to figure out a better way to both communicate what NetScaler is and its role in this whole game. You asked me about the Microsoft-Citrix
relationship a bit earlier. Some of the stuff that Citrix is doing now (in that partnership) to start incorporating and leveraging the NetScaler and its unique layer of visibility between the user and the applications - will enable some some really amazing new capabilities.
NetScaler was, by anybody's measure, one of the best acquisitions Citrix ever made. They got some fantastic technology and brilliant talent.
I think it's fantastic that they finally found the language. NetScaler is starting to get its feet underneath it, although you could argue it already has its feet underneath it; it’s been a billion dollar-plus business for Citrix for a couple of years now.Gardner:
Jo, how about you in terms of security and in the banking sector in particular, intelligent network services, something really impressive; important or what?Harder:
Just to expand on what Rick said, I think what Citrix is doing with NetScaler is great. Some days, I feel like I don’t fully understand, and I'm immersed in these technologies, but then you learn something else that NetScaler can do for you. There is more, there is more, there is more. It’s in there, and it’s a matter of finding out exactly how to best use it, and then going ahead and using the products. With NetScaler, I totally agree with Rick; the sky is the limit on it. Dehlinger:
Well, NetScaler used to be the realm of the packet trace junkies. Load balancing is the easiest thing that people can use to describe what NetScaler does, but that whole world was just fraught with massive acronyms, crazy technology, terminology, standards, and stuff that (for the normal human being or the business person in particular) was just mind-boggling and baffling.
It’s great that Citrix is finally finding some language to be able to demystify a little bit of that, and show that underneath all that mysticism and the support for all these crazy new fancy TLAs
and acronyms, here is some really amazing powerful business value there just waiting to be unlocked and leveraged.Gardner:
Steve, mobile work styles as opposed to mobility or device or bring your own device (BYOD)
-- how far do you feel that your community contacts have gotten in that direction of a mobility style change rather than simply doing something with a smaller device in more places?Transforming organizationsGreenberg:
That's a great question, because I think this particular group has been at the core of this for some time, and we have taken some very notable large organizations and completely transformed them.
People work from home. People work on a multitude of devices. I can be sitting at the desktop in the office, grab a laptop and go jump in a cab, take my phone, and there is that seamless experience. We really are there. At this point, it’s just a matter of getting it more widely infiltrated, getting people aware of what they can do.
To this day, although it seems old to us, I still go into new client sites and opportunities and say, "You could do this," and they say, "Really? I didn’t know I could do that." It’s there, but now the society is catching up, if that makes sense.
Now that you can transmit data securely, when it hits your phone, you're working on it natively. Gardner:
It also seems that some of the file-share demonstrations and announcements show the benefit of the whole greater than the sum of the parts, when you can integrate with cloud, with devices. Any thoughts about the power of an integrated file share rather than just the plain vanilla one-size-fits-all type of cloud-based file share?Greenberg:
That's the final layer that makes this mobile work style a reality. Before, if you could remote in the XenApp style that Doug was referring to, you could get your job done. But now that you can transmit data securely, when it hits your phone, you're working on it natively.
I go into the subway and the signal drops. Well, that file is there and I can edit it, sign it, get my signal back, and go. It has taken that virtualization mobility to a level now where it can travel and it can be seamless.Gardner:
And that’s an intelligent container. So, if your requirements around privacy or security mean that you have to have control over what that session is and does, you can get that.
Douglas, how important is that intelligent container when put in the context of an intelligent network?Brown:
Extremely important. It's important from every aspect of the business. Nowadays, we're able to do those things where we have never been able to in the past, at the level they are at now.
It can’t be understated how important those components are. It comes down to maturity. The technology and the vision have been there -- or the vision has been there, and the technology is coming around. Now, with technologies such as that, it's matured, and then we're able to achieve all of our goals, from business, and to end users.New capabilityGreenberg:
Citrix demonstrated at Synergy 2016 a new capability that wasn't there before. We're all familiar with the Dropbox
model, where I can send a file, but once you send it, it’s out there in the wild. What they showed today was sending a file and then changing its status. So, even though that person had received the file and looked at it, when the status changed, they could no longer see it. That’s the home run. That’s the piece that was not part of this capability before.Harder:
I tweeted this morning that this new capability really propelled Citrix ShareFile
into being the file-sharing solution for business. There are a lot of other solutions out there, but they're really not suitable for business. They don't provide that level of security and a signature signing that enables. Think about the security impacts of that, the legalities. They have it covered. There's a lot more coming. Once some of the states start to add how the digital signature can be incorporated as the notarized signature, wow.
This new capability really propelled Citrix ShareFile into being the file-sharing solution for business. There are a lot of other solutions out there, but they're really not suitable for business.Gardner:
Many business processes really do get that mobile style of work as a result, and rather than just repaving cow paths, you're really doing something quite new and different.
Before we sign off, I would like to allow our listeners and readers to get more information on the Citrix Technology Professional Program. If they're interested in learning more, maybe taking some role themselves, where should they go?Dehlinger:
Definitely start with the CTP page on the Citrix website
. That's a great place to find out more about this group and what they do. However, look at the Citrix User Group Communities
out there. There are a lot of fantastic people present. We (CTP’s) are blessed by having the opportunity to be able to represent a big base, but in a lot of localities around the world, the Citrix User Group Communities have been doing some fantastic things, and making a difference locally.Gardner:
Sort of a federation of groups around the world.Dehlinger:
I would add, blog, tweet, turn out for user groups, come out to Synergy, come out to Summit. If you're one of the reseller partners, make yourself known.
We 're a community of almost-crazy enthusiasts. We have a ridiculous level of interest and passion. We have a tendency to find each other, and we're always amazed to see new people come from a place, a country, or a business we never heard of with new solutions.A
great event happening today is the Geek Speak tonight. We have done a GeekOvation program, where people submit their projects and their work and come up and get recognized for it and have a little contest. There are endless possibilities. Just get out there and start communicating.Dehlinger:
And have fun.Brown:
In a couple of weeks I'm going to be going to Norway with Rick for one of the best and oldest Citrix User Groups around the world, but that advocacy, is only halfway done, programs and other things for people looking to get into the CTP Program or just sharing knowledge in general.
Start up a blog, have some fun, share knowledge. I've always said, knowledge is not power; power is in dispersing that knowledge.Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Citrix.
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It is common to view a simple trend analysis from a sample of historical data as a window into the future. Anyone in sales or managing a P&L will tell you this is true. It is called forecasting. Many professional sports teams, pioneered by the Oakland A’s and Sabermetrics, have been predicting future performance of players based on past tendencies for over a decade. But how accurate are the predictions? I believe the answer is, "it depend."
Had Mr. Santayana penned, “Those who remember the past … ...Read More on Datafloq
Generating large example data with TPC-H
Several times I had the need for some large data sets to do some Data Vault tests at customer site, writing a blogpost, doing a demo or a webinar and many more. And sometimes I need data to do performance or data usage tests on different databases. Due to my work together with EXASOL I focused on the TPC-H tool DBGen to generate gigabytes of data.
To share my experience with DBGen generating large data sets I wrote this blogpost as a step by step instruction.
Platform Economy, Making Enterprise Software “Just Right”
Will Platform Software Prevent Software Obsolescence?
Accenture recently published their Technology Vision 2016. I applaud Accenture for maintaining a summary of their “Tech Vision” from 2015 and 2014 in this publication. It is rare that a forward looking report looks back at past predictions. Perhaps they did it because they were pretty much spot on.
I am particularly interested to see where 2016's Trend 3, the Platform Economy, is headed and if it could become the answer to “upgrade” challenges that inevitably come with enterprise software investments.
In the beginning it was all custom software
Before packaged enterprise software, a.k.a. Out-of-the-Box software, business process automation projects were driven by bottom-up requirements feeding into a software development effort. The business received what they wanted but often at an extreme cost, not easily justifiable for the masses. As the custom system aged, experienced developers became expensive and hard to find. I have personally heard CIOs claim that they were being held ransom by these developers.
CIO Pain: “My legacy system developers are holding me ransom”
Then There was Packaged Software
Packaged software evolved to reduce total cost of ownership with the promise that updates and maintenance would be provided by the OEM, eliminating this “pain” of being held ransom. As long as you followed the OEM’s best ...Read More on Datafloq
Prescriptive Analytics – Getting Ahead of the Curve to Solve Big Data Problems
In this modern age, data generated by businesses is upsurging. This unstoppable soaring data needs to be capitalized. That is exactly when data analytics and data science comes into the play. Through business analytics, we can quickly spot trends, predict behavior and support strategic decisions. So, it has been extensively used for enterprise performance management and optimization. Business analytics is composed of 3 types of analytics: descriptive analytics, predictive analytics, and prescriptive analytics.
The Evolution of Prescriptive Analytics
Business analytics are divided into three stages starting from descriptive analytics through predictive analytics to prescriptive analytics.
1. Descriptive analytics: The simplest Class of Analytics
Purpose: To summarize what happened!
Descriptive analytics is gathering and analyzing raw data to understand what happened in the past.This helps us understand the past behavior and learn how it can affect future outcomes. When you know what happened in the past, you want to know the reason behind it. That is when diagnostic analytics comes into the picture. It asks why it happened which helps you get to the root cause. Descriptive analytics needs to be merged with diagnostic analytics, as both talks about the past. Together, it will tell you what happened and why it happened, so that it ...Read More on Datafloq
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The ITIL model of Business Continuity & Disaster Recovery is popular because it works. With data backup, disaster recovery, and emergency operations strategies that can stop Ransomware in its tracks or help you recover in hours, it’s a favorite among ITIL professionals.
Agenda of the webinar-
How ITIL's IT Service Continuity Model C...Read More
8 Things Your Company Needs to Know About Cyber Security
Understanding cyber-crime is an essential part of protecting valuable data, particularly when this data involves important business or organizational affairs. Cyber hackers have a variety of motives for hacking networks. Most often cyber hackers seek financial gain through bribes, identity fraud or credit card information. The attacks cost firms dearly as cyber criminals take sensitive information and sell in the deep web where crime is primarily hidden. To help protect data and stay alert against cyber attacks, business can institute solid network security protocols to keep information secure in both the present and future.
Cyber Attacks: An Introduction
Cisco engineer Paolo Passeri recently released a statistical analysis noting that data theft is responsible for nearly 80% of all unauthorized network attacks. Cyber security experts are often unsure of the methods that hackers leverage when infiltrating computer networks, but some of the most common are as follows:
Account hijacking, which occurs when a hacker breaks into a cloud-based service or database
SQLi attacks, which is when a cyber-criminal delivers malicious codes to take over a network database.
Distributed denial of Service Attacks (DDos), in which an automated program directs so many pirated computers to request a website that no one can reach the page.
Malvertising, which looks ...Read More on Datafloq
Securing data provides Canadian online bank rapid path to new credit card business
he next BriefingsDirect
data and security transformation use-case scenario describes how Tangerine Bank
in Toronto has improved its speed to new business initiatives by gaining data-security agility.
We'll now learn how improving end-user experiences for online banking and making data more secure across its lifecycle has helped speed the delivery of a new credit card offering.
ere to explore how compliance, data security technology
, and banking innovation come together to support a digital business success story is Billy Lo
, Head of Enterprise Architecture at Tangerine Bank in Toronto. The discussion is moderated by me, Dana Gardner
, Principal Analyst at Interarbor Solutions.
Here are some excerpts:Gardner:
First, tell us a little bit about digital disruption in the banking industry. Obviously, there are lots of changes in many industries these days, but it seems that banking is particularly within the cross-hairs of disruption.Lo:
No doubt about that. Our bank used to be known as ING Direct
. It started in Canada about 20 years ago. Our founders initially recognized this need and started a journey. Since then, we've been full-speed ahead. We're seeing the savings that we get out of being branchless and passing that back to the clients. That message resonates very well with our client base, and so far, so good.Gardner:
When you say online banking, there are no branches or no brick-and-mortar buildings with the word "bank" on the front. It's all done by mobile
, via online. Am I missing anything?Lo:
On top of the fully digital experience, we also actually dive into a little bit of the physical as well, but not in a traditional way.
At Tangerine, we have a couple of other in-person kinds of channels. One is what we call a café
. In an informal setting, you can get a coffee or orange juice at the café and get some advice. But most of the functionality is available through the digital channel, through a tablet onsite with someone guiding you along the way.
We've recently been exploring a concept called Mobile Pop-Ups
, but not at malls. We refurbished containers and put them into different location to introduce the concept within your bank to different geographies. We also found that very rewarding, because you can reach many people online, but there are still some who need a little extra nudge to get comfortable with starting a banking relationship
That brings up an interesting topic. User expectations are also rapidly evolving in our world. Is there something about somebody who is attracted to online banking that you need to be aware of? Is there something about speed or agility? What is it about the banking customer who prefers online that you need to cater to?Lo:
, instant messaging
. The good old days of submitting a form and waiting for someone to come back to you is gone, really gone.
From an expectation point of view, we're heavily impacted by the consumerization of technology. All those things that you see on a smartphone, taking pictures and depositing a check, are almost, as we call it, table stakes. We have to work harder at inventing things that surprise and delight our clients.Gardner:
Of course a big part of being able to delight your customers is to know them and have data about them that you can use to allow services to be customized and personalized. So data is essential, but at the same time, you're in a highly regulated business where privacy issues and security are big concerns. How are you achieving the balance between data availability and data protection
We in the banking business are in the business of trust. In everything that we do, trust has to be number one. We have to be ready for any kind of questions from our client base on how we handle the information. There's no doubt that transparency will help, and over time, with transparency, our clients learn that we're up-front in how we're using information. And it's not just transparency, but also putting the information in a way that's easily understandable up-front.
If you look at our registration process, one of the first thing that we tell people is "Here is our not-so-fine print." It's in big, bold fonts and that’s very important, because especially in a digital bank, a lion's share of the interactions are through non-face-to-face kind of interactions. If you invest the time in being transparent, invest the time in building up your security infrastructure
to protect your information, and be vigilant about all of the current things that are happening. It can be done.
We in the banking business are in the business of trust. In everything that we do, trust has to be number one.Gardner:
Tell us a little bit about your journey toward this new credit-card offering and why putting the blocks of infrastructure investment in place in advance is so important for agility and for quality of service in a new offering.Lo:
Let's take this journey back a little bit as far as our credit-card offering is concerned. We started out as a savings bank and highlighted our high-interest offering at the beginning. That resonated well, and we quickly recognized the fact that we're going to need to expand our product offering. People actually wanted to use us as an everyday bank.
Unfortunately, at the time, we didn’t have the complete suite of products that our clients would need. So, over time, we built up with mutual funds, investments, and mortgages, and the last piece of the puzzle is credit cards. Once we have that, we can officially say to everybody that we're not just a peripheral bank, but have real full-service functions that you can have to support your everyday life.
In our case, efficiency and the speed of adoption is key. Every month that we wait for this offering to come out of the door, we're losing opportunities to turn a regular client into a full-service client. So, we were starting from scratch. We had zero infrastructure. We hired. We built up the technology behind it, partnered with a few of our trusted partners to build up the infrastructure, but the foundation does take time to do it right.Foundational effortO
ne thing that not a whole lot of people understand is the foundational effort. If you spend a month or two on building up the right foundation, the saving going forward is actually exponential. With HPE, we adopted the tokenization solution
to help protect [credit] card number information. We were able to complete the whole journey in a very quick fashion. That saves us a lot of time, because everything revolves around the card number. If we don’t get the foundation done right at the beginning, quickly, the cost and schedule impact is exponential.Gardner:
So quality is important because you want to get it right the first time. It's not just doing it quickly; it’s also doing it correctly. If you have to go back and redo infrastructure, that can be a huge tax on your innovation and really put a cultural drag on how things proceed.Lo:
Right on, and I don’t even want to think about it. Seriously, on the adoption of these foundational components, speed is key and that saves us a lot of hassle going forward in conversion as well as data cleansing. Once the cat is out of the bag, if you will, it’s so much harder.Gardner:
Billy, I've heard from other organizations that recognize that moving data around in the old-fashioned way doesn't work. Being PCI
compliant, having privacy issues met
, in fact, having less data and detailed information about a customer is much more desirable. Is that the case with you and the tokenization process and encryption use
? How would you describe about what data to keep, what data to transact, and what's the right balance?Lo:
Just as any other security person would tell you, you have to know where the walls and the doors are with security information. We made a conscientious effort in identifying where we would need the actual card number available, such as for collections or for some operational process, and identify who needs them, where the door needs to be, and then lock them up. Tokenization
allows us to do that without too much overhead, and overall, our experience has been definitely well worth investing the time.
Now, I have one place to monitor, and one door to monitor. As soon as I allow access to that information, I'll have an audit trail of who accessed what, when, and how. That gives me the comfort level that I have. Our clients specifically demand it, both on the business side and the front-end client point of view. They appreciate that.Gardner:
For some of our audience, who are not security folks per se, describe what secured data and stateless tokenization
means. How does that work -- just an idea architecturally of how this actually works?Lo:
Imagine your card number or any kind of personally identifiable information (PII)
that is important to you. Think of it as a piece of fruit, an apple, and you pass it around identifying yourself. Tokenization, and the Stateless Tokenization technology
that HPE offers in particular, is that you have an exchange process. The middleman takes your apple, turn it into a pear through a specific algorithm. The reverse process can be applied when someone gives me a pear and ask for an actual apple; the visual is coming back to you.
So, every time, every piece of information that is passed along in the message exchange, they go through this process. The key term here is stateless, of course, so that we don’t have a rack of this mapping information stored somewhere, which becomes yet another vulnerability. That makes our operations a lot easier, especially in a multi data-center environment.Gardner:
So, you get the use of that tokenized data
, but you don’t have to store it. It’s not in the state in different places that then have to be protected. There are fewer spots where somebody could be liable to expose it or get access to it.Difficult to guaranteeLo:
No doubt. In fact, if you think about a larger-scale environment where pieces of information are stored in the cloud, in multiple data centers, in some cases, you may not even know physically where they are. It's very difficult to make that guarantee and say that we know where our information is, and that’s just online. There are the backups that are necessary to run a successful operation.Gardner:
We've heard now that you started from scratch with your credit-card activities. You put in the necessary infrastructure, recognizing that doing it right and fast is a great saver over time. Tell us a little bit about the actual credit card project. How has it come about, and where are you in its delivery to the market?Lo:
It’s been very exciting for us. Our clients have been looking forward to this. We started a public launch in March this year, after about six month’s trial within the bank and with some selected clients. We're now full force and we’ve been running campaigns.
How do we do this? How do we attract our clients? First of all, being transparent. Our product features are very specific, and we don’t hide the interest rate. We're very upfront about fair fees. We're offering promotions right now in three categories. We have four percent cash back for our product, which is a very attractive offering that the market is looking forward to. It’s been working really well.
Well over 80 percent of the merchants in the Canadian marketplace are already Tap and Go and chip ready. Gardner:
And what’s the name of the card? Is it just Tangerine Bank card or is there a branded name to it?Lo:
There is nothing fancy about it right now. This is our only card; so, it can’t go wrong.Gardner:
And is it both debit and credit?Lo:
We've had a debit card for a while now. In this case with the credit card, we have the technology behind it that uses the typical chip-card infrastructure as well as the MasterCard PayPass Tap and Go
. And we're also venturing into a mobile payment in the very near future.Gardner:
That was my very next question. Now that you’re a full service bank online, more and more people are wondering how to automate this payment process, particularly with a mobile device. We’ve seen other organizations attempt this, but it doesn’t seem to have gone mainstream yet. Tell us about what you foresee for mobile payments and how you think you might be a leader in that market?Lo:
In the Canadian marketplace, the merchant landscape is very different from most other geographies. Well over 80 percent of the merchants in the Canadian marketplace are already Tap and Go and chip ready.
With the adoption of mobile payments in big-vendor environments such as Apple Pay as well as Android Pay, we're very, very optimistic. Tap and Go is already a significant component of the payment process, especially for small amounts. Naturally, this is just an extension, whether it’s through the mobile phone or your watch. The impediments that other geographies have around merchants’ reluctance or infrastructure constraints doesn’t really exist in the Canadian market place. So, we're ready.
It seems to me that, given the emphasis on user experience and convenience, those organizations like yours that go the extra distance and make that user experience simple, transparent and worthwhile in terms of convenience and productivity, that customers will just put more and more and more of their transactions into that card. It could become so central to their lives. Is that part of your strategy?Lo:
Yes, in many ways. The Tap and Go payment process, once the merchant environment supports it, is very, very efficient. The more information we have around where our client is spending their time, the more we can customize our offering to cater for their specific needs and personalize insights that support their everyday life. No doubt about that. In fact, speaking of the credit card offering and differentiation factor, one of the things that we made very clear is that convenience comes with a cost in terms of people’s comfort level in using that product.
The more information we have around where our client is spending their time, the more we can customize our offering.
Now, if you lose your phone, what’s going to happen? We made it a very high priority to enable our client to freeze the card very easily. Let’s say, if I leave my card in a restaurant, I just pick up my phone or go to an Internet-connected device, freeze my card -- don’t cancel it, freeze it -- until I find it. So, we take quite a bit of time in exploring and making sure that people will feel comfortable using this new channels.Gardner:
It sounds like we're only just scratching the surface on these ancillary services that could be brought to bear when you have the underlying infrastructure in place, the security and data availability in place. It’s going to be interesting in the next several years how convenience can be even completely redefined.Lo:
Yes. We can't wait to continue to innovate for our clients, and in many ways, our clients are looking forward to all of these things as we progress. Banking is our everyday life.Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Hewlett Packard Enterprise.
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CPO expert Joanna Martinez extols the virtues of redesigning procurement for strategic business agility
he next BriefingsDirect
business innovation thought leadership discussion focuses on how companies are exploiting technology advances in procurement
and finance services to produce new types of productivity benefits.
We'll now hear from a procurement expert on how companies can better manage their finances and have tighter control over procurement processes and their supply chain networks. This business process innovation exchange comes to you in conjunction with the Tradeshift Innovation Day
held in New York on June 22, 2016.T
o learn more about how technology trends are driving innovation into invoicing and spend management, please welcome Joanna Martinez
, Founder at Supply Chain Advisors and former Chief Procurement Officer at both Cushman and
Wakefield and AllianceBernstein. She's based in New York. The discussion is moderated by me, Dana Gardner
, Principal Analyst at Interarbor Solutions.
Here are some excerpts:Gardner:
What's behind the need to redesign business procurement for agility? Martinez:
I speak to a lot of chief procurement officers
and procurement execs, and people are caught up in this idea of, we’ve got to save money, we’ve got to save money. We have to deliver five times the cost of our group, 10 times, whatever their metric is. They've been focused on this, and their businesses have been focused on this, for a long time.
The reality is that the world really is changing. It's been a 25-year run of professional procurement and strategic sourcing focused on cost out, and even the most brilliant of sourcing executives, at some point, is going to encounter a well that's run dry.
Sometimes you work in a manufacturing company, where there is a constant influx of new products. You can move from one to another, but those of us who have worked in the services industries -- in real estate, in other kinds of businesses where a tangible good isn't made and where it's really a service -- don't always have that influx. It's a real conundrum, a real problem out there.
I believe, though, that events and these changes are forcing the good, the smart procurement people to think about ways they can be more agile, accept the disruption, and figure out a way to continue to add value despite of it.Gardner:
So perhaps cost-out is still important, but innovation-in is even more important?Changing metricsMartinez:
That's it, exactly. In fact, I have seen some things written lately. Accenture
did a piece on procurement, "The Future Procurement Organization of One
," I think it was called. They talked about the metrics changing, and that procurement is evolving into an organization that's measured on the value it adds to the company's strategy.
People talk a lot about changing the conversation. I don't think it's necessarily changing the conversation; it's adjusting the conversation. After you've been reviewing your cost savings for the last five years for your CFO, you don't walk in one day and say, "Now we're going to talk about something else." No, you get smart about it, you start to think about the other ways you're adding value, and you enhance the conversation with those.
So, you don't go from a hundred to zero on the cost savings part of it. There's always going to be some expectation, a value added in that piece, but you can show relatively quickly that there are a whole lot of other places. [See related post, How new modes of buying and evaluating goods and services disrupts business procurement — for the better
While it might be intimidating to some, it seems to me that there are many more tools and technologies that have come to bear that the procurement professional can use. They have many more arrows in their quiver, if they're interested in shooting them. What do you think are some of the more important technological changes that benefit procurement?Martinez:
Well, there are all these services in the cloud
. It's become a lot cheaper and a lot faster to move to something new
. For years, you’ve had a large IT community managing the disruption of trying to put in a product that's integrated with every piece of data and servers.
It's not over, because lot of those legacy systems are there and have to be dealt with as they age. But as new services are developed, people can learn about them and will figure out ways to bring it to the company. They require a different kind of agility: It’s OPEX
, not capital expense
. There is more transparency when service is being provided in the cloud. So some new procurement skill sets are required.
People talk a lot about changing the conversation. I don't think it's necessarily changing the conversation; it's adjusting the conversation.
I'm going to speak later tonight, and I have a picture of an automobile assembly line. It says, "This is yesterday's robot." When you talk about robotics, people think of Ford Motor Company. The reality is that robotics are being used in the insurance industry and in other industries that are processing a lot of repetitive information. It is the robotics of technology. The procurement organization knows these suppliers and sees what the rest of the world is doing. It's incumbent upon procurement to start to bring that new knowledge to companies.Gardner:
Joanna, we also hear a lot of these days about business networks whereby moving services and data to a cloud model, you can assimilate data that perhaps couldn't have been brought to bear before. You can create partner relationships that are automated and then create wholes greater than the sum of the parts. How do you come down on business networks as a powerful tool for procurement? [See related post, ChainLink analyst on how cloud-enabled supply chain networks drive companies to better manage finances, procurement
Procurement has to get over the “not invented here” syndrome. By the way, over the years I have been as guilty of this is anyone else. You want to be in the center of things. You want to be the one at the meeting with the suppliers coming in and the new product development people at your company.
The procurement organization has to understand and make friends with the product development and the revenue-generating side of the business. Then They have to turn 180 degrees and look to the outside world, and understand how the supplier community can help to create those networks, then move onto the next one, and then, be smart enough in the contracting, and in things like the termination clauses to make sure that those networks can be decoupled when they need to be.Redesigning procurementGardner:
Do you have any examples of organizations that have really jumped on the bandwagon around redesigning procurement for agility? What was it like for them, and what did they get out of it? It's always important to be able to go and show some metrics of success when you're trying to reinvent something.Martinez:
If you're looking for an example, you’ve got Zara
, the global retailing chain. Zara changes their product constantly. They're known for their efficient supply chains. They have some in-house manufacturing, and that in-house manufacturing gets done by them, but it's for the basic product, the high volume, where lean manufacturing is important, because the variability is low and the volume is high.
When you get to things like the trend of the minute, be it gold buttons, asymmetrical hemlines, or something like that, they're using a network of third parties to do that. In those cases, the volume is low, the variability is high, and so they create and disassemble these networks.
Whether financial services companies realize it or not, there's a lot of agility built into that. There are some firms, some third parties, that a financial services firm will use to get those shareholder reports out. They send them the monthly reports, and the companies have very high volume, very excellent quality controls. Post offices are on-site. They don't even truck it to the post office; the post office is sitting right there, and the mailings go out.
HCM is an important organization for procurement to bond with. Often, in a company, there's a lot of technology and human resources (HR) spend, and not a lot of professional third parties on the use of that spend.
When you need to do something, for example a special mailing on a particular fund or shareholder meetings that might only be held once every couple of years, you find yourself in a situation where those kinds of networks don't serve you very well, and you have to kind of assemble and disassemble temporary networks.Gardner:
We hear a lot these days, with services organizations in particular, that finding labor and skills is a big issue for them. It seems to me that when we look at some of the tools that procurement is using, and the role that procurement is playing, that perhaps there is some more synergy between procurement and human resources management than we have seen in the past.
Do you see that as a potential benefit when you're looking for agility and procurement, that they should be working hand-in-hand, perhaps using some of the same platforms and methods of procurement and human capital management (HCM)
HCM is an important organization for procurement to bond with. Often, in a company, there's a lot of technology and human resources (HR)
spend, and not a lot of professional third parties on the use of that spend.
There consultants who can advise you on insurance policies, but they're not always using the best tools to go out and find those providers. Sometimes, there are relationships, payments, rebates, and that sort of thing that are in play that the HR community might not be aware of or asking about.
In HR, legal, and some of the other parts of a company that often use services, there are technology solutions that are coming in place. So, if you’ve got a procurement specialist working with HR who knows a lot about recruiters and doing deals with recruiters, they had better be learning how to do a deal with LinkedIn. They had better be able to understand that those traditional service providers are not going to be needed any longer.Procurement adviceGardner:
What advice would you give procurement professionals who are interested in redesigning their procurement for agility? Maybe they haven’t begun that journey fully. What would you advise them as important opening position steps or thinking?Martinez:
Two things. Number one, there's no reason for your organization to call you up one day and say, "You can do this differently." You have to be self-motivated and you have to recognize that the change has to occur, do-it-yourself. I was going to say to ask forgiveness not permission, but you're not going to have to ask forgiveness, because you're going to find lots of good things.
There are supply chains embedded all through organizations, even when no one in the organization has heard the term “supply chain”.
The other thing is that there are supply chains embedded all through organizations, even when no one in the organization has heard the term “supply chain.”
Procurement organizations have to think about making sure that someone in their group understands supply chain or understands that mentality of owning something from start to finish, because as long as you're looking at discrete little pieces, you're not going to extract the maximum value.Listen to the podcast. Find it on iTunes. Get the mobile app. Read a full transcript or download a copy. Sponsor: Tradeshift.
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Previous to the official launch of the new version of Zyme’s solution, I had the opportunity to chat and be briefed by Ashish Shete, VP of Products and Engineering at Zyme, in regard to version 3.0 of what Zyme describes as its channel data management (CDM) solution platform.
This conversation was noteworthy from both the software product and industry perspectives. In particular, the solution
The Importance of Security When it Comes to Data Accuracy
Did you know that when businesses leverage data for their marketing campaigns, they are three times more likely to see increased revenue? Data collection is integral to businesses wanting to increase productivity, efficiency, and build a strong customer base. Data can be collected on employees, clients, customers, and competitors. It can be analyzed to give amazing insights into how your business functions and how it can be improved. Unfortunately, disaster has the potential to corrupt data, as well as hackers and other bad guys may want to mar the accuracy of your data or steal it outright, which can have adverse effects on your marketing efforts and reputation.
Data security is necessary to protect your information from both destruction and unauthorized access. Proper security not only routinely monitors your data and data collection applications, but also regularly backs up your information, so nothing is lost. It’s essential that businesses take advantage of the advanced cybersecurity offerings currently available. Like virtualization security, network vigilance should be fluid and context-aware and more compliant with data care.
There are many different types of security technologies designed to protect data. A few of the more useful securities are outlined below. By employing advanced strategies, you’re ensuring ...Read More on Datafloq
How SMEs Should Leverage Big Data
The expression ‘big data’ has been around for several years now and, like many terms associated with the digital age, it tends to frighten the uninitiated. But, in simple terms, big data merely refers to the huge volume of data that comes into a business thick and fast from all manner of sources and, because of its quantity, is often stored off-site in the cloud. It encompasses everything from economic trends, new technology and international politics to client profiles and sales statistics, and much more.
Until relatively recently, only large enterprises saw the value of big data and had the wherewithal with their big budgets to employ the expertise required to take advantage of this mine of information to expand and develop their operations. But this is changing as SMEs become increasingly aware of the value of big data and are prepared to make the necessary expenditure to exploit it. Furthermore, because of their smaller size, SMEs tend to be more flexible and so more able to adapt quickly to changing circumstances and take early advantage of what big data tells them.
Analysis is the Key
The amount of available data is vast. Your company records will contain much more data than you ...Read More on Datafloq
Best Python & Django Channels for Data Scientists on Gitter
The ability to analyze data with Python - a dynamic, object-oriented language that combines combines remarkable power with very clear syntax - is critical in data science. Python is relatively easy to learn, available everywhere, and embraced by the industry. It is also one of the most popular languages for those learning to code.The name “Python” is reported to come from Monty Python’s Flying Circus!
Django is a free and open source web application framework, written in Python. It is an extremely widely used framework, and part of what makes is so powerful is the ability to be extended with ‘app’ plugins, as well as the availability of various packages.
Check out the Python & Django channels available on Gitter:
django/django — Django is a high-level Python Web framework that encourages rapid development and clean, pragmatic design.
sympy/sympy — A computer algebra system written in pure Python.
pydata/pandas — Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more.
Tornado — Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed.
Axelrod-Python/Axelrod — A research tool to run Iterated Prisoner’s Dilemma tournaments.
DjangoGirls/tutorial — This is a tutorial we are using for Django Girls workshops.
viewflow/django-material — Material Design for django forms and admin. Template-driven.
potatolondon/djangae — Djangae (djan-gee) is a Django app that allows you to run Django applications ...Read More on Datafloq
PMP® Demo Session | Simplilearn webinar starts 11-08-2016 07:30
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PMP® Demo Session | Simplilearn webinar starts 01-09-2016 07:30
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PRINCE2 Demo Session | Simplilearn webinar starts 31-08-2016 07:30
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