Welcome!

Containers Expo Blog Authors: Donald Meyer, Yeshim Deniz, Elizabeth White, Pat Romanski, Liz McMillan

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 BMC Software has been named "Siver 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. BMC is a global leader in innovative software solutions that help businesses transform into digital enterprises for the ultimate competitive advantage. BMC Digital Enterprise Management is a set of innovative IT solutions designed to make digital business fast, seamless, and optimized from mainframe to mo...
SYS-CON Events announced today that EastBanc Technologies 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. EastBanc Technologies has been working at the frontier of technology since 1999. Today, the firm provides full-lifecycle software development delivering flexible technology solutions that seamlessly integrate with existing systems – whether on premise or cloud. EastBanc Technologies partners with p...
A strange thing is happening along the way to the Internet of Things, namely far too many devices to work with and manage. It has become clear that we'll need much higher efficiency user experiences that can allow us to more easily and scalably work with the thousands of devices that will soon be in each of our lives. Enter the conversational interface revolution, combining bots we can literally talk with, gesture to, and even direct with our thoughts, with embedded artificial intelligence, wh...
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.
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 IoT is changing the way enterprises conduct business. In his session at @ThingsExpo, Eric Hoffman, Vice President at EastBanc Technologies, discuss how businesses can gain an edge over competitors by empowering consumers to take control through IoT. We'll cite examples such as a Washington, D.C.-based sports club that leveraged IoT and the cloud to develop a comprehensive booking system. He'll also highlight how IoT can revitalize and restore outdated business models, making them profitable...
The essence of data analysis involves setting up data pipelines that consist of several operations that are chained together – starting from data collection, data quality checks, data integration, data analysis and data visualization (including the setting up of interaction paths in that visualization). In our opinion, the challenges stem from the technology diversity at each stage of the data pipeline as well as the lack of process around the analysis.
Designing IoT applications is complex, but deploying them in a scalable fashion is even more complex. A scalable, API first IaaS cloud is a good start, but in order to understand the various components specific to deploying IoT applications, one needs to understand the architecture of these applications and figure out how to scale these components independently. In his session at @ThingsExpo, Nara Rajagopalan is CEO of Accelerite, will discuss the fundamental architecture of IoT applications, ...
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...
SYS-CON Events announced today that Tintri Inc., a leading producer of VM-aware storage (VAS) for virtualization and cloud environments, will exhibit at the 18th International CloudExpo®, which will take place on June 7-9, 2016, at the Javits Center in New York City, New York, 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.
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York and Silicon Valley. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place Nov 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA, is co-located with 17th Cloud Expo and will feature technical sessions from a rock star conference faculty ...
As cloud and storage projections continue to rise, the number of organizations moving to the cloud is escalating and it is clear cloud storage is here to stay. However, is it secure? Data is the lifeblood for government entities, countries, cloud service providers and enterprises alike and losing or exposing that data can have disastrous results. There are new concepts for data storage on the horizon that will deliver secure solutions for storing and moving sensitive data around the world. ...
SYS-CON Events announced today that MangoApps 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. MangoApps provides modern company intranets and team collaboration software, allowing workers to stay connected and productive from anywhere in the world and from any device. For more information, please visit https://www.mangoapps.com/.
18th Cloud Expo, taking place June 7-9, 2016, at the Javits Center in New York City, NY, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy. Meanwhile, 94% of enterprises are using some...
SoftLayer operates a global cloud infrastructure platform built for Internet scale. With a global footprint of data centers and network points of presence, SoftLayer provides infrastructure as a service to leading-edge customers ranging from Web startups to global enterprises. SoftLayer's modular architecture, full-featured API, and sophisticated automation provide unparalleled performance and control. Its flexible unified platform seamlessly spans physical and virtual devices linked via a world...
In his keynote at 18th Cloud Expo, Andrew Keys, Co-Founder of ConsenSys Enterprise, will provide an overview of the evolution of the Internet and the Database and the future of their combination – the Blockchain. Andrew Keys is Co-Founder of ConsenSys Enterprise. He comes to ConsenSys Enterprise with capital markets, technology and entrepreneurial experience. Previously, he worked for UBS investment bank in equities analysis. Later, he was responsible for the creation and distribution of life ...
In his session at 18th Cloud Expo, Bruce Swann, Senior Product Marketing Manager at Adobe, will discuss how the Adobe Marketing Cloud can help marketers embrace opportunities for personalized, relevant and real-time customer engagement across offline (direct mail, point of sale, call center) and digital (email, website, SMS, mobile apps, social networks, connected objects). Bruce Swann has more than 15 years of experience working with digital marketing disciplines like web analytics, social med...
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 ContentMX, the marketing technology and services company with a singular mission to increase engagement and drive more conversations for enterprise, channel and SMB technology marketers, has been named “Sponsor & Exhibitor Lounge Sponsor” of SYS-CON's 18th Cloud Expo, which will take place on June 7-9, 2016, at the Javits Center in New York City, New York. “CloudExpo is a great opportunity to start a conversation with new prospects, but what happens after the...
The 19th International Cloud Expo has announced that its Call for Papers is open. Cloud Expo, to be held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA, brings together Cloud Computing, Big Data, Internet of Things, DevOps, Containers, Microservices and WebRTC to one location. With cloud computing driving a higher percentage of enterprise IT budgets every year, it becomes increasingly important to plant your flag in this fast-expanding business opportunity. Submit y...