|By Bob Gourley||
|December 28, 2012 12:48 PM EST||
This 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:
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:
- Ethics and Values in Cloud Computing Architecture
- Identity and Reputation in the Age of Big Data
- Data Ownership, Identity and IP Addresses
- How Big Data Exposes Your Values
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.
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 Daniel Abadi 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:
2. Amazon (Redshift, EMR, DynamoDB)
3. Cloudera (CDH, Impala)
11. Neo Technology
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/
"eFolder does a lot of different things but we protect data and we are focused on protecting data no matter where it resides," explained Carlo Tapia, Product Marketing Manager at eFolder, in this SYS-CON.tv interview at Cloud Expo, held November 3-5, 2015, at the Santa Clara Convention Center in Santa Clara, CA.
Dec. 1, 2015 04:00 PM EST
The Internet of Things (IoT) is growing rapidly by extending current technologies, products and networks. By 2020, Cisco estimates there will be 50 billion connected devices. Gartner has forecast revenues of over $300 billion, just to IoT suppliers. Now is the time to figure out how you’ll make money – not just create innovative products. With hundreds of new products and companies jumping into the IoT fray every month, there’s no shortage of innovation. Despite this, McKinsey/VisionMobile data...
Dec. 1, 2015 04:00 PM EST Reads: 503
Cloud computing is unquestionably one of the driving forces of DevOps, as the automation of operations transforms enterprise software development. DevOps, however, is more than a technology trend, as it represents a move toward silo-busting, self-organizing horizontal teams that drive business velocity. At the same time, enterprise Digital Transformation represents an upheaval across the enterprise, as customer preferences and behavior drive enterprise technology decisions. This transformation ...
Dec. 1, 2015 03:45 PM EST
Most of the IoT Gateway scenarios involve collecting data from machines/processing and pushing data upstream to cloud for further analytics. The gateway hardware varies from Raspberry Pi to Industrial PCs. The document states the process of allowing deploying polyglot data pipelining software with the clear notion of supporting immutability. In his session at @ThingsExpo, Shashank Jain, a development architect for SAP Labs, discussed the objective, which is to automate the IoT deployment proces...
Dec. 1, 2015 03:00 PM EST Reads: 145
Just over a week ago I received a long and loud sustained applause for a presentation I delivered at this year’s Cloud Expo in Santa Clara. I was extremely pleased with the turnout and had some very good conversations with many of the attendees. Over the next few days I had many more meaningful conversations and was not only happy with the results but also learned a few new things. Here is everything I learned in those three days distilled into three short points.
Dec. 1, 2015 03:00 PM EST Reads: 385
In demand-intensive mobile and web applications, an emerging pattern is to host the Systems of Engagement in the cloud (for maximum responsiveness) but keep the Systems of Record with the other important business systems in the company datacenter, often on a tightly secured mainframe. But what about the space in between? In this IBM Redpaper publication, we show that the IBM Bluemix cloud platform offers technologies that make it easy for cloud-based SoEs to securely connect to on-premises IBM...
Dec. 1, 2015 02:45 PM EST
DevOps is about increasing efficiency, but nothing is more inefficient than building the same application twice. However, this is a routine occurrence with enterprise applications that need both a rich desktop web interface and strong mobile support. With recent technological advances from Isomorphic Software and others, rich desktop and tuned mobile experiences can now be created with a single codebase – without compromising functionality, performance or usability. In his session at DevOps Su...
Dec. 1, 2015 02:45 PM EST Reads: 448
As organizations realize the scope of the Internet of Things, gaining key insights from Big Data, through the use of advanced analytics, becomes crucial. However, IoT also creates the need for petabyte scale storage of data from millions of devices. A new type of Storage is required which seamlessly integrates robust data analytics with massive scale. These storage systems will act as “smart systems” provide in-place analytics that speed discovery and enable businesses to quickly derive meaningf...
Dec. 1, 2015 02:15 PM EST Reads: 451
In his keynote at @ThingsExpo, Chris Matthieu, Director of IoT Engineering at Citrix and co-founder and CTO of Octoblu, focused on building an IoT platform and company. He provided a behind-the-scenes look at Octoblu’s platform, business, and pivots along the way (including the Citrix acquisition of Octoblu).
Dec. 1, 2015 02:00 PM EST Reads: 549
In his General Session at 17th Cloud Expo, Bruce Swann, Senior Product Marketing Manager for Adobe Campaign, explored the key ingredients of cross-channel marketing in a digital world. Learn 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).
Dec. 1, 2015 01:45 PM EST Reads: 358
The buzz continues for cloud, data analytics and the Internet of Things (IoT) and their collective impact across all industries. But a new conversation is emerging - how do companies use industry disruption and technology enablers to lead in markets undergoing change, uncertainty and ambiguity? Organizations of all sizes need to evolve and transform, often under massive pressure, as industry lines blur and merge and traditional business models are assaulted and turned upside down. In this new da...
Dec. 1, 2015 01:15 PM EST Reads: 309
SYS-CON Events announced today that Catchpoint, a global leader in monitoring, and testing the performance of online applications, has been named "Silver Sponsor" of DevOps Summit New York, which will take place on June 7-9, 2016 at the Javits Center in New York City. Catchpoint radically transforms the way businesses manage, monitor, and test the performance of online applications. Truly understand and improve user experience with clear visibility into complex, distributed online systems.Founde...
Dec. 1, 2015 12:15 PM EST
With all the incredible momentum behind the Internet of Things (IoT) industry, it is easy to forget that not a single CEO wakes up and wonders if “my IoT is broken.” What they wonder is if they are making the right decisions to do all they can to increase revenue, decrease costs, and improve customer experience – effectively the same challenges they have always had in growing their business. The exciting thing about the IoT industry is now these decisions can be better, faster, and smarter. Now ...
Dec. 1, 2015 12:00 PM EST Reads: 311
In recent years, at least 40% of companies using cloud applications have experienced data loss. One of the best prevention against cloud data loss is backing up your cloud data. In his General Session at 17th Cloud Expo, Sam McIntyre, Partner Enablement Specialist at eFolder, presented how organizations can use eFolder Cloudfinder to automate backups of cloud application data. He also demonstrated how easy it is to search and restore cloud application data using Cloudfinder.
Dec. 1, 2015 12:00 PM EST Reads: 234
The Internet of Everything is re-shaping technology trends–moving away from “request/response” architecture to an “always-on” Streaming Web where data is in constant motion and secure, reliable communication is an absolute necessity. As more and more THINGS go online, the challenges that developers will need to address will only increase exponentially. In his session at @ThingsExpo, Todd Greene, Founder & CEO of PubNub, exploreed the current state of IoT connectivity and review key trends and t...
Dec. 1, 2015 11:45 AM EST Reads: 476
Actifio is powering new application development and testing services from Net3 Technologies (N3T), a managed cloud services provider. N3T's new Symmetry DevOps™ service builds on its existing Palmetto Virtual Data Center (PvDC) Cloud services for data backup and disaster recovery (DR) based on the Actifio Copy Data Virtualization platform. Previously, N3T's data protection and DR services were challenged by overlapping and inefficient legacy hardware and software platforms from multiple vendo...
Dec. 1, 2015 11:30 AM EST
Countless business models have spawned from the IaaS industry – resell Web hosting, blogs, public cloud, and on and on. With the overwhelming amount of tools available to us, it's sometimes easy to overlook that many of them are just new skins of resources we've had for a long time. In his general session at 17th Cloud Expo, Harold Hannon, Sr. Software Architect at SoftLayer, an IBM Company, broke down what we have to work with, discussed the benefits and pitfalls and how we can best use them ...
Dec. 1, 2015 10:45 AM EST Reads: 136
Discussions of cloud computing have evolved in recent years from a focus on specific types of cloud, to a world of hybrid cloud, and to a world dominated by the APIs that make today's multi-cloud environments and hybrid clouds possible. In this Power Panel at 17th Cloud Expo, moderated by Conference Chair Roger Strukhoff, panelists addressed the importance of customers being able to use the specific technologies they need, through environments and ecosystems that expose their APIs to make true ...
Dec. 1, 2015 10:00 AM EST Reads: 581
Microservices are a very exciting architectural approach that many organizations are looking to as a way to accelerate innovation. Microservices promise to allow teams to move away from monolithic "ball of mud" systems, but the reality is that, in the vast majority of organizations, different projects and technologies will continue to be developed at different speeds. How to handle the dependencies between these disparate systems with different iteration cycles? Consider the "canoncial problem"...
Dec. 1, 2015 09:00 AM EST Reads: 485
Too often with compelling new technologies market participants become overly enamored with that attractiveness of the technology and neglect underlying business drivers. This tendency, what some call the “newest shiny object syndrome” is understandable given that virtually all of us are heavily engaged in technology. But it is also mistaken. Without concrete business cases driving its deployment, IoT, like many other technologies before it, will fade into obscurity.
Dec. 1, 2015 08:00 AM EST Reads: 397