Welcome!

Big Data Journal Authors: Kevin Benedict, Carmen Gonzalez, Elizabeth White, Keith Cawley, Roger Strukhoff

Blog Feed Post

DigitalGlobe Teams with Cloudera to Accelerate Delivery of Geospatial Big Data Analytics

By

DigitalGlobe  is widely known as a leading provider of commercial high resolution imagery from space. Its constellation of 5 satellites has generated a 60PB archive of imagery that is approaching 5B square kilometers and is in a position to precisely document global change to meet the needs of defense, energy, agriculture, and NGO customers. Given all the data DigitalGlobe collects is unclassified it enables broad sharing across the community.

I recently had an opportunity to learn about a less well known but very exciting part of DigitalGlobe– their Insight line of business. DigitalGlobe’s Insight business (based in Herndon, VA) is focused on delivering advanced geospatial analytic solutions that help its customers save lives, resources, and time. They have a long track record of developing novel approaches to geospatial predictive modeling that have helped military, law enforcement, and corporate security customers “narrow the search space” for security related threats.

As part of its commitment to move up the value chain, DigitalGlobe is investing in ways to extract information from its imagery at scale and fuse that with other sources of geospatial data to deliver actionable intelligence for what it calls “show me there” and “show me where” questions. DigitalGlobe calls this effort Geospatial Big Data Analytics. It is making Geospatial Big Data Analytic solutions available to U.S. Government, International Governments, NGOs, and Commercial Entities both as an on-premise and subscription service.

A critical, foundational piece of this solution is its use of the Cloudera Enterprise Data Hub.

By designing the foundation of their capabilities around Cloudera’s Enterprise Data Hub, DigitalGlobe is able to build capabilities that are highly functional while still meeting the security and governance requirements of the modern enterprise.

The result?  Tools that can handle massive ingest of data from multiple sources and can serve up capabilities to analysts fast enough to let analysts iterate their questions over the data set, again and again, without having to wait for results.  You can see some examples in this online video.

I was incredibly impressed with the live demonstrations of these Geospatial Big Data Analytics tools.  The demo showed how DigitalGlobe could exploit its imagery, high resolution terrain data, and social media to deliver unique insights. How unique?  I was absolutely blown away. I have spent a career asking hard questions of people giving me demos of advanced analytic tools and know the questions to focus on, and everything I asked to be shown to me was shown and every request for clarification on how things work was appropriately addressed. This is a solid system that works for analysts. The resulting capability can have important, virtuous impact on missions of government and the business of industry.

More on the tech involved:

  • As new data comes into the enterprise it is made immediately available through a high velocity streaming ingest capability based on Storm.
  • Cloudera’s Enterprise Data Hub delivers built in search capabilities that give immediate benefit to analysts.
  • The Enterprise Data Hub also provides data provenance, auditing and security, all built in.
  • This solution leverages an architecture where the data is processed once, stored once, but can be used by many applications and many analysts. This negates challenges in data logistics.
  • The architecture leverages custom DigitalGlobe capabilities for low latency terrain analysis in the cloud.

If you are in the DC area you can see this capability for your self. Register for the DigitalGlobe/Cloudera event 11 June 2014 by following this link: www.digitalglobe.com/geospatial_analytics

Read the original blog entry...

More Stories By Bob Gourley

Bob Gourley, former CTO of the Defense Intelligence Agency (DIA), is Founder and CTO of Crucial Point LLC, a technology research and advisory firm providing fact based technology reviews in support of venture capital, private equity and emerging technology firms. He has extensive industry experience in intelligence and security and was awarded an intelligence community meritorious achievement award by AFCEA in 2008, and has also been recognized as an Infoworld Top 25 CTO and as one of the most fascinating communicators in Government IT by GovFresh.

@BigDataExpo Stories
Cultural, regulatory, environmental, political and economic (CREPE) conditions over the past decade are creating cross-industry solution spaces that require processes and technologies from both the Internet of Things (IoT), and Data Management and Analytics (DMA). These solution spaces are evolving into Sensor Analytics Ecosystems (SAE) that represent significant new opportunities for organizations of all types. Public Utilities throughout the world, providing electricity, natural gas and water,...
The Internet of Things (IoT) is going to require a new way of thinking and of developing software for speed, security and innovation. This requires IT leaders to balance business as usual while anticipating for the next market and technology trends. Cloud provides the right IT asset portfolio to help today’s IT leaders manage the old and prepare for the new. Today the cloud conversation is evolving from private and public to hybrid. This session will provide use cases and insights to reinforce t...
IoT is still a vague buzzword for many people. In his session at Internet of @ThingsExpo, Mike Kavis, Vice President & Principal Cloud Architect at Cloud Technology Partners, will discuss the business value of IoT that goes far beyond the general public's perception that IoT is all about wearables and home consumer services. The presentation will also discuss how IoT is perceived by investors and how venture capitalist access this space. Other topics to discuss are barriers to success, what is n...
All major researchers estimate there will be tens of billions devices – computers, smartphones, tablets, and sensors – connected to the Internet by 2020. This number will continue to grow at a rapid pace for the next several decades. With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo in Silicon Valley. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be!...
The widespread success of cloud computing is driving the DevOps revolution in enterprise IT. Now as never before, development teams must communicate and collaborate in a dynamic, 24/7/365 environment. There is no time to wait for long development cycles that produce software that is obsolete at launch. DevOps may be disruptive, but it is essential. The DevOps Summit at Cloud Expo--to be held November 4-6 at the Santa Clara Convention Center in the heart of Silicon Valley--will expand the DevO...
Software AG helps organizations transform into Digital Enterprises, so they can differentiate from competitors and better engage customers, partners and employees. Using the Software AG Suite, companies can close the gap between business and IT to create digital systems of differentiation that drive front-line agility. We offer four on-ramps to the Digital Enterprise: alignment through collaborative process analysis; transformation through portfolio management; agility through process automation...
The Internet of Things (IoT) promises to create new business models as significant as those that were inspired by the Internet and the smartphone 20 and 10 years ago. What business, social and practical implications will this phenomenon bring? That's the subject of "Monetizing the Internet of Things: Perspectives from the Front Lines," an e-book released today and available free of charge from Aria Systems, the leading innovator in recurring revenue management.
The Internet of Things will put IT to its ultimate test by creating infinite new opportunities to digitize products and services, generate and analyze new data to improve customer satisfaction, and discover new ways to gain a competitive advantage across nearly every industry. In order to help corporate business units to capitalize on the rapidly evolving IoT opportunities, IT must stand up to a new set of challenges.
There’s Big Data, then there’s really Big Data from the Internet of Things. IoT is evolving to include many data possibilities like new types of event, log and network data. The volumes are enormous, generating tens of billions of logs per day, which raise data challenges. Early IoT deployments are relying heavily on both the cloud and managed service providers to navigate these challenges. In her session at 6th Big Data Expo®, Hannah Smalltree, Director at Treasure Data, to discuss how IoT, B...
Quantum is a leading expert in scale-out storage, archive and data protection, providing intelligent solutions for capturing, sharing and preserving digital assets over the entire data lifecyle. They help customers maximize the value of these assets to achieve their goals, whether it’s top movie studios looking to create the next blockbuster, researchers working to accelerate scientific discovery, or small businesses trying to streamline their operations. With a comprehensive portfolio of best-i...
The Internet of Things is tied together with a thin strand that is known as time. Coincidentally, at the core of nearly all data analytics is a timestamp. When working with time series data there are a few core principles that everyone should consider, especially across datasets where time is the common boundary. In his session at Internet of @ThingsExpo, Jim Scott, Director of Enterprise Strategy & Architecture at MapR Technologies, will discuss single-value, geo-spatial, and log time series ...
SimpleECM is the only platform to offer a powerful combination of enterprise content management (ECM) services, capture solutions, and third-party business services providing simplified integrations and workflow development for solution providers. SimpleECM is opening the market to businesses of all sizes by reinventing the delivery of ECM services. Our APIs make the development of ECM services simple with the use of familiar technologies for a frictionless integration directly into web applicat...
Software is eating the world. Companies that were not previously in the technology space now find themselves competing with Google and Amazon on speed of innovation. As the innovation cycle accelerates, companies must embrace rapid and constant change to both applications and their infrastructure, and find a way to deliver speed and agility of development without sacrificing reliability or efficiency of operations. In her keynote DevOps Summit, Victoria Livschitz, CEO of Qubell, will discuss ho...
Dyn solutions are at the core of Internet Performance. Through traffic management, message management and performance assurance, Dyn is connecting people through the Internet and ensuring information gets where it needs to go, faster and more reliably than ever before. Founded in 2001 at WPI, Dyn’s global presence services more than four million enterprise, small business and personal customers.
All major researchers estimate there will be tens of billions devices - computers, smartphones, tablets, and sensors - connected to the Internet by 2020. This number will continue to grow at a rapid pace for the next several decades. Over the summer Gartner released its much anticipated annual Hype Cycle report and the big news is that Internet of Things has now replaced Big Data as the most hyped technology. Indeed, we're hearing more and more about this fascinating new technological paradigm. ...
You use an agile process; your goal is to make your organization more agile. But what about your data infrastructure? The truth is, today’s databases are anything but agile – they are effectively static repositories that are cumbersome to work with, difficult to change, and cannot keep pace with application demands. Performance suffers as a result, and it takes far longer than it should to deliver new features and capabilities needed to make your organization competitive. As your application an...
SoftLayer, an IBM Company, provides cloud infrastructure as a service from a growing number of data centers and network points of presence around the world. SoftLayer's customers range from Web startups to global enterprises. Products and services include bare metal and virtual servers, networking, turnkey big data solutions, private cloud solutions, and more. SoftLayer's unique advantages include the industry's first Network-Within-a-Network topology for true out-of-band access, and an easy-to-...
Despite the fact that majority of developers firmly believe that “it worked on my laptop” is a poor excuse for production failures, most don’t truly understand why it is virtually impossible to make your development environment representative of production. When asked, the primary reason for the production/development difference everyone mentions is technology stack spec/configuration differences. While it’s true, thanks to the black magic of Cloud (capitalization intended) with a bit of wizard...
SYS-CON Events announced today that AppDynamics will exhibit at DevOps Summit Silicon Valley, which will take place November 4–6, 2014, at the Santa Clara Convention Center in Santa Clara, CA. Digital businesses like yours need a way to turn data into actual results. AppDynamics is ushering in the next digital age – the age of the software-defined business. AppDynamics’ mission is to deliver true application intelligence that helps your software-defined business run faster, leaner, and more ef...
Performance is the intersection of power, agility, control, and choice. If you value performance, and more specifically consistent performance, you need to look beyond simple virtualized compute. Many factors need to be considered to create a truly performant environment. In their General Session at 15th Cloud Expo, Phil Jackson, Development Community Advocate at SoftLayer, and Harold Hannon, Sr. Software Architect at SoftLayer, to discuss how to take advantage of a multitude of compute option...