|By Bob Gourley||
|January 24, 2013 08:00 AM EST||
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.
Major trends and emerging technologies – from virtual reality and IoT, to Big Data and algorithms – are helping organizations innovate in the digital era. However, to create real business value, IT must think beyond the ‘what’ of digital transformation to the ‘how’ to harness emerging trends, innovation and disruption. Architecture is the key that underpins and ties all these efforts together. In the digital age, it’s important to invest in architecture, extend the enterprise footprint to the cl...
Oct. 23, 2016 01:00 PM EDT Reads: 1,772
SYS-CON Events announced today that MathFreeOn will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. MathFreeOn is Software as a Service (SaaS) used in Engineering and Math education. Write scripts and solve math problems online. MathFreeOn provides online courses for beginners or amateurs who have difficulties in writing scripts. In accordance with various mathematical topics, there are more tha...
Oct. 23, 2016 12:45 PM EDT Reads: 962
The best way to leverage your Cloud Expo presence as a sponsor and exhibitor is to plan your news announcements around our events. The press covering Cloud Expo and @ThingsExpo will have access to these releases and will amplify your news announcements. More than two dozen Cloud companies either set deals at our shows or have announced their mergers and acquisitions at Cloud Expo. Product announcements during our show provide your company with the most reach through our targeted audiences.
Oct. 23, 2016 12:30 PM EDT Reads: 4,481
@ThingsExpo has been named the Top 5 Most Influential Internet of Things Brand by Onalytica in the ‘The Internet of Things Landscape 2015: Top 100 Individuals and Brands.' Onalytica analyzed Twitter conversations around the #IoT debate to uncover the most influential brands and individuals driving the conversation. Onalytica captured data from 56,224 users. The PageRank based methodology they use to extract influencers on a particular topic (tweets mentioning #InternetofThings or #IoT in this ...
Oct. 23, 2016 12:00 PM EDT Reads: 8,339
@ThingsExpo has been named the Top 5 Most Influential M2M Brand by Onalytica in the ‘Machine to Machine: Top 100 Influencers and Brands.' Onalytica analyzed the online debate on M2M by looking at over 85,000 tweets to provide the most influential individuals and brands that drive the discussion. According to Onalytica the "analysis showed a very engaged community with a lot of interactive tweets. The M2M discussion seems to be more fragmented and driven by some of the major brands present in the...
Oct. 23, 2016 11:30 AM EDT Reads: 11,317
In the next forty months – just over three years – businesses will undergo extraordinary changes. The exponential growth of digitization and machine learning will see a step function change in how businesses create value, satisfy customers, and outperform their competition. In the next forty months companies will take the actions that will see them get to the next level of the game called Capitalism. Or they won’t – game over. The winners of today and tomorrow think differently, follow different...
Oct. 23, 2016 11:00 AM EDT Reads: 930
In an era of historic innovation fueled by unprecedented access to data and technology, the low cost and risk of entering new markets has leveled the playing field for business. Today, any ambitious innovator can easily introduce a new application or product that can reinvent business models and transform the client experience. In their Day 2 Keynote at 19th Cloud Expo, Mercer Rowe, IBM Vice President of Strategic Alliances, and Raejeanne Skillern, Intel Vice President of Data Center Group and ...
Oct. 23, 2016 10:30 AM EDT Reads: 1,452
The Internet of Things (IoT), in all its myriad manifestations, has great potential. Much of that potential comes from the evolving data management and analytic (DMA) technologies and processes that allow us to gain insight from all of the IoT data that can be generated and gathered. This potential may never be met as those data sets are tied to specific industry verticals and single markets, with no clear way to use IoT data and sensor analytics to fulfill the hype being given the IoT today.
Oct. 23, 2016 09:45 AM EDT Reads: 2,502
More and more brands have jumped on the IoT bandwagon. We have an excess of wearables – activity trackers, smartwatches, smart glasses and sneakers, and more that track seemingly endless datapoints. However, most consumers have no idea what “IoT” means. Creating more wearables that track data shouldn't be the aim of brands; delivering meaningful, tangible relevance to their users should be. We're in a period in which the IoT pendulum is still swinging. Initially, it swung toward "smart for smar...
Oct. 23, 2016 09:45 AM EDT Reads: 790
Virgil consists of an open-source encryption library, which implements Cryptographic Message Syntax (CMS) and Elliptic Curve Integrated Encryption Scheme (ECIES) (including RSA schema), a Key Management API, and a cloud-based Key Management Service (Virgil Keys). The Virgil Keys Service consists of a public key service and a private key escrow service.
Oct. 23, 2016 09:45 AM EDT Reads: 1,019
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at Cloud Expo, Ed Featherston, a director and senior enterprise architect at Collaborative Consulting, will discuss the key considerations around quality, volume, timeliness, and pedigree that must be dealt with in order to properly fuel that engine.
Oct. 23, 2016 09:30 AM EDT Reads: 3,821
What happens when the different parts of a vehicle become smarter than the vehicle itself? As we move toward the era of smart everything, hundreds of entities in a vehicle that communicate with each other, the vehicle and external systems create a need for identity orchestration so that all entities work as a conglomerate. Much like an orchestra without a conductor, without the ability to secure, control, and connect the link between a vehicle’s head unit, devices, and systems and to manage the ...
Oct. 23, 2016 08:30 AM EDT Reads: 1,342
Machine Learning helps make complex systems more efficient. By applying advanced Machine Learning techniques such as Cognitive Fingerprinting, wind project operators can utilize these tools to learn from collected data, detect regular patterns, and optimize their own operations. In his session at 18th Cloud Expo, Stuart Gillen, Director of Business Development at SparkCognition, discussed how research has demonstrated the value of Machine Learning in delivering next generation analytics to impr...
Oct. 23, 2016 08:00 AM EDT Reads: 5,685
For basic one-to-one voice or video calling solutions, WebRTC has proven to be a very powerful technology. Although WebRTC’s core functionality is to provide secure, real-time p2p media streaming, leveraging native platform features and server-side components brings up new communication capabilities for web and native mobile applications, allowing for advanced multi-user use cases such as video broadcasting, conferencing, and media recording.
Oct. 23, 2016 07:00 AM EDT Reads: 4,110
Amazon has gradually rolled out parts of its IoT offerings, but these are just the tip of the iceberg. In addition to optimizing their backend AWS offerings, Amazon is laying the ground work to be a major force in IoT - especially in the connected home and office. In his session at @ThingsExpo, Chris Kocher, founder and managing director of Grey Heron, explained how Amazon is extending its reach to become a major force in IoT by building on its dominant cloud IoT platform, its Dash Button strat...
Oct. 23, 2016 06:30 AM EDT Reads: 4,753
SYS-CON Events announced today that SoftNet Solutions will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. SoftNet Solutions specializes in Enterprise Solutions for Hadoop and Big Data. It offers customers the most open, robust, and value-conscious portfolio of solutions, services, and tools for the shortest route to success with Big Data. The unique differentiator is the ability to architect and ...
Oct. 23, 2016 06:00 AM EDT Reads: 711
A critical component of any IoT project is what to do with all the data being generated. This data needs to be captured, processed, structured, and stored in a way to facilitate different kinds of queries. Traditional data warehouse and analytical systems are mature technologies that can be used to handle certain kinds of queries, but they are not always well suited to many problems, particularly when there is a need for real-time insights.
Oct. 23, 2016 05:30 AM EDT Reads: 3,930
DevOps is being widely accepted (if not fully adopted) as essential in enterprise IT. But as Enterprise DevOps gains maturity, expands scope, and increases velocity, the need for data-driven decisions across teams becomes more acute. DevOps teams in any modern business must wrangle the ‘digital exhaust’ from the delivery toolchain, "pervasive" and "cognitive" computing, APIs and services, mobile devices and applications, the Internet of Things, and now even blockchain. In this power panel at @...
Oct. 23, 2016 05:15 AM EDT Reads: 1,844
One of biggest questions about Big Data is “How do we harness all that information for business use quickly and effectively?” Geographic Information Systems (GIS) or spatial technology is about more than making maps, but adding critical context and meaning to data of all types, coming from all different channels – even sensors. In his session at @ThingsExpo, William (Bill) Meehan, director of utility solutions for Esri, will take a closer look at the current state of spatial technology and ar...
Oct. 23, 2016 03:45 AM EDT Reads: 1,702
Everyone knows that truly innovative companies learn as they go along, pushing boundaries in response to market changes and demands. What's more of a mystery is how to balance innovation on a fresh platform built from scratch with the legacy tech stack, product suite and customers that continue to serve as the business' foundation. In his General Session at 19th Cloud Expo, Michael Chambliss, Head of Engineering at ReadyTalk, will discuss why and how ReadyTalk diverted from healthy revenue an...
Oct. 23, 2016 03:30 AM EDT Reads: 2,957