Welcome!

Government Cloud Authors: Charlotte Spencer-Smith, Kevin Jackson, Liz McMillan, Elizabeth White, SmartBear Blog

Blog Feed Post

CTOvision Big Data Reporting for 2012: CTOs want discipline in the language of sensemaking

By

big-data-620x400This special report provides insights from a our reporting over the last 12 months, including summaries of our Government Big Data Newsletter (sign up for this weekly report here http://ctovision.com/newsletter-subscriptions)

Among the many Big Data themes we reported on in 2012, one seemed to resonate the most with our readers– all of us with a techie bent have realized that we need more discipline in our use of the term Big Data. We revisited this need for discipline in our post of:

Big Data Defined for 2013: A definition that can help in your interaction with the IT community

In it we suggest everyone follow the lead of the TechAmerica foundation in defining Big Data. At CTOvision we will use the term this way:

Big Data: A phenomenon defined by the rapid acceleration in the expanding volume of high velocity, complex and diverse types of data. Big Data is often defined along three dimensions– volume, velocity and variety.

Big Data Solutions: Advanced techniques and technologies to enable the capture, storage, distribution, management and analysis of information.

Early in the year we provided insights for program managers that want to get a started with Big Data solutions. We gave quickstart tips on how you can stand up your own cluster in the cloud. We followed up with ways you can quickly use Whirr to automate that.

Through the year we published several pieces on topics associated with the ethics issues around Big Data. This included a series by Kord Davis who reported on topics like:

We reported extensively on new concepts for Big Data involving very large quantities of data in memory. The greatest expert in this field, Terracotta CEO Robin Gilthorpe, provided his views on Big Data Trends to watch in 2013 by a YouTube video we highlighted to our readers. His view is that requirements will drive the industry to several new highs and will include dramatic social change because of this. His five predictions for 2013 are:

  • Big Data will be fast data – Enterprises will profit from Big Data intelligence in proportion to how quickly they can act on it.
  • Rise of the hybrid cloud – It’s no longer about building your own platform; it’s more efficient to play in ecosystems.
  • CIOs and CMOs get a lot closer – Marketing spend on technology is about to eclipse IT spend on technology.
  • The Internet of things crosses the chasm – In just a few years, over 25 billion data-producing devices will be connected.
  • Social becomes part of life’s fabric – Remember e-business departments? Social will permeate in the same way.

We also wrote about new concepts for capture, storage, distribution and management of data via new concepts like dispersed compute storage. Solutions like this from Cleversafe (see Cleversafe: how does it really work?) are true game changers inserting dramatic improvements to security and functionality and doing so with a quick return on investment.

We reported on many other firms associated with the fielding of high quality Big Data solutions into the federal enterprise, including MarkLogic, Oracle, Datameer, Cloudera, Terracotta, Cleversafe, Splunk, Kapow, Sitscape, CloudFrontGroup, ClearStory, and Thetus. These firms are fielding real, working solutions for Big Data and we will be reporting more on them in 2013 we are sure.

Another clear theme in our reporting of 2012 on Big Data was the importance of mission focus. That is why we are all so excited about the new technical capabilities of Hadoop and the related technologies. It is about impact to mission. Which leads to the Government Big Data Solutions Award:

Our reporting on Big Data for 2012 included announcing the results of the Government Big Data Solutions Award. The Government Big Data Solutions Award was established to highlight innovative solutions and facilitate the exchange of best practices, lessons learned and creative ideas for addressing Big Data challenges. The Top Five Nominees of 2012 were chosen for criteria that included:

  • Focus on current solutions: The ability to make a difference in government missions in the very near term was the most important evaluation factor.
  • Focus on government teams: Industry supporting government also considered, but this is about government missions.
  • Consideration of new approaches: New business processes, techniques, tools, models for enhancing analysis are key.

Winner of the 2012 Government Big Data Solutions Award was the National Cancer Institute’s Frederick National Laboratory.

The NCI Funded Frederick National Laboratory has been using Big Data solutions in pioneering ways to support researchers working on complex challenges around the relationship between genes and cancers. In a  recent example, they have built infrastructure capable of cross-referencing the relationships between 17000 genes and five major cancer subtypes across 20 million biomedical publication abstracts.  By cross referencing TCGA gene expression data from simulated 60 million patients and miRNA expression for a simulated 900 million patients. The result: understanding additional layers of the pathways these genes operate in and the drugs that target them. This will help researchers accelerate their work in areas of importance for all humanity.  This solution, based on the Oracle Big Data Appliance with the Cloudera Distribution of Apache Hadoop (CDH), leverages capabilities available from the Big Data community today in pioneering ways that can serve a broad range of researchers. The promising approach of this solution is repeatable across many other Big Data challenges for bioinfomatics, making this approach worthy of its selection as the 2012 Government Big Data Solution Award.

We also reported on a classification framework for Big Data solutions produced by  in a very insightful post on Classifying Today’s “Big Data Innovators”.  This is an innovative approach that is easy to think through and should be repeatable for many vendors in this space, and should help enterprise technologists think through which vendors may be right for their mission needs.  In it he categorizes the 13 innovative Big Data innovators reported on by Information Week. They are:

1.  MongoDB
2.  Amazon (Redshift, EMR, DynamoDB)
3.  Cloudera (CDH, Impala)
4.  Couchbase
5.  Datameer
6.  Datastax
7.  Hadapt
8.  Hortonworks
9.  Karmasphere
10.  MapR
11.  Neo Technology
12.  Platfora
13.  Splunk

He classifies them into:

1.  Operational data stores that allow flexible schemas
2.  Hadoop distributions
3.  Real-time Hadoop-based analytical platforms
4.  Hadoop-based BI solutions

We will likely return to this classification for reporting in 2013.

What does our reporting over the last 12 months signal for the next 12 months? We believe we will see a continued expansion of the user end of big data solutions. It is probably an oversimplification to say it this way, but one way to look at is is that we have an approach to the backend infrastructure, and that is primarily one built on the Apache Hadoop framework of software over commodity IT integrated into existing but modern enterprise solutions. Their is room for innovation here of course but in general the path of the backend is set and will continue. The dynamic change to expect now is in the user-facing applications. Brace yourself! Changes there will be dynamic.

For reports on Big Data throughout 2013 please sign up for our Government Big Data Newsletter. Find the weekly report at:  http://ctovision.com/newsletter-subscriptions/

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

@ThingsExpo Stories
SYS-CON Events announced today that Interoute, owner-operator of one of Europe's largest networks and a global cloud services platform, has been named “Bronze Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2015 at the Javits Center in New York, New York. Interoute is the owner-operator of one of Europe's largest networks and a global cloud services platform which encompasses 12 data centers, 14 virtual data centers and 31 colocation centers, with connections to 195 ad...
SYS-CON Events announced today that Alert Logic, Inc., the leading provider of Security-as-a-Service solutions for the cloud, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. Alert Logic, Inc., provides Security-as-a-Service for on-premises, cloud, and hybrid infrastructures, delivering deep security insight and continuous protection for customers at a lower cost than traditional security solutions. Ful...
The Quantified Economy represents the total global addressable market (TAM) for IoT that, according to a recent IDC report, will grow to an unprecedented $1.3 trillion by 2019. With this the third wave of the Internet-global proliferation of connected devices, appliances and sensors is poised to take off in 2016. In his session at @ThingsExpo, David McLauchlan, CEO and co-founder of Buddy Platform, will discuss how the ability to access and analyze the massive volume of streaming data from mil...
Join us at Cloud Expo | @ThingsExpo 2016 – June 7-9 at the Javits Center in New York City and November 1-3 at the Santa Clara Convention Center in Santa Clara, CA – and deliver your unique message in a way that is striking and unforgettable by taking advantage of SYS-CON's unmatched high-impact, result-driven event / media packages.
SYS-CON Events announced today that Commvault, a global leader in enterprise data protection and information management, has been named “Bronze Sponsor” of SYS-CON's 18th International Cloud Expo, which will take place on June 7–9, 2016, at the Javits Center in New York City, NY, and the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Commvault is a leading provider of data protection and information management...
With an estimated 50 billion devices connected to the Internet by 2020, several industries will begin to expand their capabilities for retaining end point data at the edge to better utilize the range of data types and sheer volume of M2M data generated by the Internet of Things. In his session at @ThingsExpo, Don DeLoach, CEO and President of Infobright, will discuss the infrastructures businesses will need to implement to handle this explosion of data by providing specific use cases for filte...
WebSocket is effectively a persistent and fat pipe that is compatible with a standard web infrastructure; a "TCP for the Web." If you think of WebSocket in this light, there are other more hugely interesting applications of WebSocket than just simply sending data to a browser. In his session at 18th Cloud Expo, Frank Greco, Director of Technology for Kaazing Corporation, will compare other modern web connectivity methods such as HTTP/2, HTTP Streaming, Server-Sent Events and new W3C event APIs ...
SYS-CON Events announced today that Avere Systems, a leading provider of enterprise storage for the hybrid cloud, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. Avere delivers a more modern architectural approach to storage that doesn’t require the overprovisioning of storage capacity to achieve performance, overspending on expensive storage media for inactive data or the overbuilding of data centers ...
SYS-CON Events announced today that Pythian, a global IT services company specializing in helping companies adopt disruptive technologies to optimize revenue-generating systems, has been named “Bronze Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2015 at the Javits Center in New York, New York. Founded in 1997, Pythian is a global IT services company that helps companies compete by adopting disruptive technologies such as cloud, Big Data, advanced analytics, and DevO...
Fortunately, meaningful and tangible business cases for IoT are plentiful in a broad array of industries and vertical markets. These range from simple warranty cost reduction for capital intensive assets, to minimizing downtime for vital business tools, to creating feedback loops improving product design, to improving and enhancing enterprise customer experiences. All of these business cases, which will be briefly explored in this session, hinge on cost effectively extracting relevant data from ...
Companies can harness IoT and predictive analytics to sustain business continuity; predict and manage site performance during emergencies; minimize expensive reactive maintenance; and forecast equipment and maintenance budgets and expenditures. Providing cost-effective, uninterrupted service is challenging, particularly for organizations with geographically dispersed operations.
With the Apple Watch making its way onto wrists all over the world, it’s only a matter of time before it becomes a staple in the workplace. In fact, Forrester reported that 68 percent of technology and business decision-makers characterize wearables as a top priority for 2015. Recognizing their business value early on, FinancialForce.com was the first to bring ERP to wearables, helping streamline communication across front and back office functions. In his session at @ThingsExpo, Kevin Roberts...
As enterprises work to take advantage of Big Data technologies, they frequently become distracted by product-level decisions. In most new Big Data builds this approach is completely counter-productive: it presupposes tools that may not be a fit for development teams, forces IT to take on the burden of evaluating and maintaining unfamiliar technology, and represents a major up-front expense. In his session at @BigDataExpo at @ThingsExpo, Andrew Warfield, CTO and Co-Founder of Coho Data, will dis...
SYS-CON Events announced today that iDevices®, the preeminent brand in the connected home industry, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. iDevices, the preeminent brand in the connected home industry, has a growing line of HomeKit-enabled products available at the largest retailers worldwide. Through the “Designed with iDevices” co-development program and its custom-built IoT Cloud Infrastruc...
Eighty percent of a data scientist’s time is spent gathering and cleaning up data, and 80% of all data is unstructured and almost never analyzed. Cognitive computing, in combination with Big Data, is changing the equation by creating data reservoirs and using natural language processing to enable analysis of unstructured data sources. This is impacting every aspect of the analytics profession from how data is mined (and by whom) to how it is delivered. This is not some futuristic vision: it's ha...
Silver Spring Networks, Inc. (NYSE: SSNI) extended its Internet of Things technology platform with performance enhancements to Gen5 – its fifth generation critical infrastructure networking platform. Already delivering nearly 23 million devices on five continents as one of the leading networking providers in the market, Silver Spring announced it is doubling the maximum speed of its Gen5 network to up to 2.4 Mbps, increasing computational performance by 10x, supporting simultaneous mesh communic...
The cloud promises new levels of agility and cost-savings for Big Data, data warehousing and analytics. But it’s challenging to understand all the options – from IaaS and PaaS to newer services like HaaS (Hadoop as a Service) and BDaaS (Big Data as a Service). In her session at @BigDataExpo at @ThingsExpo, Hannah Smalltree, a director at Cazena, will provide an educational overview of emerging “as-a-service” options for Big Data in the cloud. This is critical background for IT and data profes...
SYS-CON Events announced today that Men & Mice, the leading global provider of DNS, DHCP and IP address management overlay solutions, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. The Men & Mice Suite overlay solution is already known for its powerful application in heterogeneous operating environments, enabling enterprises to scale without fuss. Building on a solid range of diverse platform support,...
One of the bewildering things about DevOps is integrating the massive toolchain including the dozens of new tools that seem to crop up every year. Part of DevOps is Continuous Delivery and having a complex toolchain can add additional integration and setup to your developer environment. In his session at @DevOpsSummit at 18th Cloud Expo, Miko Matsumura, Chief Marketing Officer of Gradle Inc., will discuss which tools to use in a developer stack, how to provision the toolchain to minimize onboa...
SYS-CON Events announced today that VAI, a leading ERP software provider, will exhibit at SYS-CON's 18th International Cloud Expo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, NY. VAI (Vormittag Associates, Inc.) is a leading independent mid-market ERP software developer renowned for its flexible solutions and ability to automate critical business functions for the distribution, manufacturing, specialty retail and service sectors. An IBM Premier Business Part...