Welcome!

Machine Learning Authors: Yeshim Deniz, Elizabeth White, Liz McMillan, Pat Romanski, Ed Featherston

Related Topics: @BigDataExpo, Microservices Expo, Containers Expo Blog, @CloudExpo, Government Cloud, SDN Journal

@BigDataExpo: Blog Post

Public Sector Big Data: Five Ways Big Data Must Evolve in 2013

2012 will go down as a “Big” year for Big Data in the public sector

By

Editor’s note: This guest post provides context on mission focused data analytics in the federal space by one of the leaders of the federal big data movement, Ray Muslimani. -bg

2012 will go down as a “Big” year for Big Data in the public sector. Rhetoric and hype has been followed by tangible action on the part of both government and industry. The $200 million Big Data initiative unveiled by the White House in March 2012 was an injection of R&D and credibility towards efforts to develop tools and technologies to help solve the nation’s most pressing challenges.

On the industry side, the recently issued TechAmerica report, “Demystifying Big Data,” provides agencies with a roadmap for using Big Data to better serve citizens. It also offers a set of policy recommendations and practical steps agencies can take to get started with Big Data initiatives.

For all of the enthusiasm around Big Data this year, every indication is that 2013 will be the year when Big Data transforms the business of government. Below are 5 steps that need to be taken in order for Big Data to evolve in 2013 and deliver on its promise.

Demystify Big Data
Government agencies warmed to the potential of Big Data throughout 2012, but more education is required to help decision makers wade through their options and how further investments can be justified. Removing the ambiguitiessurrounding Big Data requires an emphasis in 2013 on education from both industry and government.

The TechAmerica Big Data report is a good example of how industry can play an active role in guiding agencies through Big Data initiatives. It also underscores that vendors can’t generate more Big Data RFPs through marketing slicks and sales tactics alone. This approach will not demystify Big Data – it will simply seed further doubt if providers of Big Data tools and solutions focus only on poking holes in competitor alternatives.

Industry and government should follow proven templates for education in 2013. For example, agencies can arrange “Big Data Days” in a similar format as Industry Tech Days occur today. Big Data industry days can help IT providers gain better insight into how each Agency plans to approach their Big Data challenges in 2013 and offer these agencies an opportunity to see a wide range of Big Data services.

The Big Data education process must also extend to contracting officers. Agencies need guidance on how RFPs can be constructed to address a service-based model.

Consumerize Big Data
While those within the public sector with the proper training and skills to analyze data have benefited from advanced Big Data tools, it has been far more difficult for everyday business users and decision makers to access the data in a useful way. Sluggish data query responses, data quality issues, and a clunky user experience is undermining the benefits Big Data Analytics can deliver and requiring users to be de facto “data scientists” to make sense of it all.

Supporting this challenge is a 2012 MeriTalk survey, “The Big Data Gap,” that finds just 60 percent of IT professionals indicate their agency is analyzing the data it collects and a modest 40 percent are using data to make strategic decisions. All of this despite the fact that 96 percent of those surveyed expects their agency’s stored data to grow in the next two years by an average of 64 percent.  The gap here suggests a struggle for non “data scientists” to convert data into business decisions. 

What if any government user could ask a question in natural language and receive the answer in a relevant visualization?  For Big Data to evolve in 2013 we must consumerize the user experience by removing spreadsheets and reports, and place the power of analytics in the hands of users of any level without analytics expertise.

Mobilize Big Data
IDC Government Insights predicts that in 2013, 35 percent of new Federal and state applications will be mobile. At the same time, 65 percent of Federal IT executives expect mobile device use to increase by 20 percent in 2013, according to The 2012-2013 Telework/Mobile IT Almanac.

Part of consumerizing Big Data means building it for any device so that users do not need to be tethered to their desktops to analyze data. Agency decision makers must be empowered to easily view and analyze data on tablets and smartphones, while the increase of teleworking in the public sector requires Big Data to be accessible from anywhere, at any time, and on any device.

There is promising innovation at work by both established Federal IT providers and upstarts in taking a mobile-first path to Big Data, rather than the traditional approach of building BI dashboards for the desktop. The degree to which 2013 sees a shift in Big Data from the desktop to tablets and smartphones will depend on how forcefully solutions providers employ a mobile-first approach to Big Data.

Act on Big Data
A tremendous amount of “thought” energy went into Big Data in 2012. For Big Data to evolve in a meaningful way in 2013, initiatives and studies must generate more action in the form of Big Data RFIs and RFPs.

Within the tight budget climate, agencies will not act on Big Data if vendor proposals require massive investments in IT infrastructure and staffing. There must be a shift –to the extent possible – of the financial and resource burden from agency to vendor. For example, some vendors have developed “Big Data Clouds” that allow agencies to leverage a secure, scalable framework for storing and managing data, along with a toolset for performing consumer-grade search and analysis on that data.

Open Big Data
Adoption of Big Data solutions has been accelerated by open source tools such as Hadoop, MapReduce, Hive, and HBase. While some agencies will find it tempting to withdraw to the comfort of proprietary Big Data tools that they can control in closed systems, that path undermines the value Big Data can ultimately deliver.

One could argue that as open source goes in 2013, Big Data goes as well. If open source platforms and tools continue to address agency demands for security, scalability, and flexibility, benefits within from Big Data within and across agencies will increase exponentially. There are hundreds of thousands of viable open source technologies on the market today. Not all are suitable for agency requirements, but as agencies update and expand their uses of data, these tools offer limitless opportunities to innovate. Additionally, opting for open source instead of proprietary vendor solutions prevents an agency from being locked into a single vendor’s tool that it may at some point outgrow or find ill suited for their needs.

Read the original blog entry...

More Stories By Bob Gourley

Bob Gourley writes on enterprise IT. He is a founder and partner at Cognitio Corp and publsher of CTOvision.com

@CloudExpo Stories
The session is centered around the tracing of systems on cloud using technologies like ebpf. The goal is to talk about what this technology is all about and what purpose it serves. In his session at 21st Cloud Expo, Shashank Jain, Development Architect at SAP, will touch upon concepts of observability in the cloud and also some of the challenges we have. Generally most cloud-based monitoring tools capture details at a very granular level. To troubleshoot problems this might not be good enough.
DevOps is under attack because developers don’t want to mess with infrastructure. They will happily own their code into production, but want to use platforms instead of raw automation. That’s changing the landscape that we understand as DevOps with both architecture concepts (CloudNative) and process redefinition (SRE). Rob Hirschfeld’s recent work in Kubernetes operations has led to the conclusion that containers and related platforms have changed the way we should be thinking about DevOps and...
When it comes to cloud computing, the ability to turn massive amounts of compute cores on and off on demand sounds attractive to IT staff, who need to manage peaks and valleys in user activity. With cloud bursting, the majority of the data can stay on premises while tapping into compute from public cloud providers, reducing risk and minimizing need to move large files. In his session at 18th Cloud Expo, Scott Jeschonek, Director of Product Management at Avere Systems, discussed the IT and busine...
SYS-CON Events announced today that Dasher Technologies will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 - Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Dasher Technologies, Inc. ® is a premier IT solution provider that delivers expert technical resources along with trusted account executives to architect and deliver complete IT solutions and services to help our clients execute their goals, plans and objectives. Since 1999, we'v...
Enterprises have taken advantage of IoT to achieve important revenue and cost advantages. What is less apparent is how incumbent enterprises operating at scale have, following success with IoT, built analytic, operations management and software development capabilities – ranging from autonomous vehicles to manageable robotics installations. They have embraced these capabilities as if they were Silicon Valley startups. As a result, many firms employ new business models that place enormous impor...
We all know that end users experience the Internet primarily with mobile devices. From an app development perspective, we know that successfully responding to the needs of mobile customers depends on rapid DevOps – failing fast, in short, until the right solution evolves in your customers' relationship to your business. Whether you’re decomposing an SOA monolith, or developing a new application cloud natively, it’s not a question of using microservices – not doing so will be a path to eventual b...
SYS-CON Events announced today that Massive Networks, that helps your business operate seamlessly with fast, reliable, and secure internet and network solutions, has been named "Exhibitor" of SYS-CON's 21st International Cloud Expo ®, which will take place on Oct 31 - Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. As a premier telecommunications provider, Massive Networks is headquartered out of Louisville, Colorado. With years of experience under their belt, their team of...
SYS-CON Events announced today that TidalScale, a leading provider of systems and services, will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 - Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. TidalScale has been involved in shaping the computing landscape. They've designed, developed and deployed some of the most important and successful systems and services in the history of the computing industry - internet, Ethernet, operating s...
SYS-CON Events announced today that Taica will exhibit at the Japan External Trade Organization (JETRO) Pavilion at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. Taica manufacturers Alpha-GEL brand silicone components and materials, which maintain outstanding performance over a wide temperature range -40C to +200C. For more information, visit http://www.taica.co.jp/english/.
SYS-CON Events announced today that MIRAI Inc. will exhibit at the Japan External Trade Organization (JETRO) Pavilion at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. MIRAI Inc. are IT consultants from the public sector whose mission is to solve social issues by technology and innovation and to create a meaningful future for people.
Transforming cloud-based data into a reportable format can be a very expensive, time-intensive and complex operation. As a SaaS platform with more than 30 million global users, Cornerstone OnDemand’s challenge was to create a scalable solution that would improve the time it took customers to access their user data. Our Real-Time Data Warehouse (RTDW) process vastly reduced data time-to-availability from 24 hours to just 10 minutes. In his session at 21st Cloud Expo, Mark Goldin, Chief Technolo...
SYS-CON Events announced today that IBM has been named “Diamond Sponsor” of SYS-CON's 21st Cloud Expo, which will take place on October 31 through November 2nd 2017 at the Santa Clara Convention Center in Santa Clara, California.
SYS-CON Events announced today that TidalScale will exhibit at SYS-CON's 21st International Cloud Expo®, which will take place on Oct 31 – Nov 2, 2017, at the Santa Clara Convention Center in Santa Clara, CA. TidalScale is the leading provider of Software-Defined Servers that bring flexibility to modern data centers by right-sizing servers on the fly to fit any data set or workload. TidalScale’s award-winning inverse hypervisor technology combines multiple commodity servers (including their ass...
In the fast-paced advances and popularity in cloud technology, one of the most critical factors revolves around concerns for security of your critical data. How to assure both your company and your customers they can confidently trust and utilize your cloud environment is most often top on the list. There is a method to evaluating and providing security that exceeds conventional modes of protecting data both within the cloud as well externally on mobile and other devices. With the public failure...
Join IBM November 1 at 21st Cloud Expo at the Santa Clara Convention Center in Santa Clara, CA, and learn how IBM Watson can bring cognitive services and AI to intelligent, unmanned systems. Cognitive analysis impacts today’s systems with unparalleled ability that were previously available only to manned, back-end operations. Thanks to cloud processing, IBM Watson can bring cognitive services and AI to intelligent, unmanned systems. Imagine a robot vacuum that becomes your personal assistant tha...
Widespread fragmentation is stalling the growth of the IIoT and making it difficult for partners to work together. The number of software platforms, apps, hardware and connectivity standards is creating paralysis among businesses that are afraid of being locked into a solution. EdgeX Foundry is unifying the community around a common IoT edge framework and an ecosystem of interoperable components.
In his session at 21st Cloud Expo, Raju Shreewastava, founder of Big Data Trunk, will provide a fun and simple way to introduce Machine Leaning to anyone and everyone. Together we will solve a machine learning problem and find an easy way to be able to do machine learning without even coding. Raju Shreewastava is the founder of Big Data Trunk (www.BigDataTrunk.com), a Big Data Training and consulting firm with offices in the United States. He previously led the data warehouse/business intellige...
Gemini is Yahoo’s native and search advertising platform. To ensure the quality of a complex distributed system that spans multiple products and components and across various desktop websites and mobile app and web experiences – both Yahoo owned and operated and third-party syndication (supply), with complex interaction with more than a billion users and numerous advertisers globally (demand) – it becomes imperative to automate a set of end-to-end tests 24x7 to detect bugs and regression. In th...
In his session at 21st Cloud Expo, Michael Burley, a Senior Business Development Executive in IT Services at NetApp, will describe how NetApp designed a three-year program of work to migrate 25PB of a major telco's enterprise data to a new STaaS platform, and then secured a long-term contract to manage and operate the platform. This significant program blended the best of NetApp’s solutions and services capabilities to enable this telco’s successful adoption of private cloud storage and launchi...
As popularity of the smart home is growing and continues to go mainstream, technological factors play a greater role. The IoT protocol houses the interoperability battery consumption, security, and configuration of a smart home device, and it can be difficult for companies to choose the right kind for their product. For both DIY and professionally installed smart homes, developers need to consider each of these elements for their product to be successful in the market and current smart homes.