|By Bob Gourley||
|December 22, 2012 01:40 PM EST||
This piece highlights the importance of well engineered systems to extract and move the right information.
Cloud Front Group is known for their work with the best available American technologies including capabilities from Saratoga Data, Thetus, piXlogic, MetaCarta and others. Cloud Front Group has also built industry leading capabilities to create knowledge over raw data and leverage existing enterprise capabilities to serve DoD and IC missions.
Highlights of this article included:
Today, UAVs alone are producing so much video feed that the intelligence community is finding it increasingly challenging to analyze and draw conclusions to determine “actionable intelligence.”
For one, there is the issue of knowing exactly where and when to look, especially since the space beneath an aircraft’s flight path can vary between 25 to 100 square kilometers. With traditional EO/IR video, aircraft are limited to watching approximately 1 percent of that area with adequate resolution.
With the growing influx of data that is being produced by UAVs, it has become increasingly necessary to bring computers into the loop, noted Jonathan “Michael” Ehrlich, product manager, GEOINT Enterprise Solutions, ITT Exelis Geospatial Systems. “The quantity of data being generated requires computer systems not only to provide a means to collect, store and distribute the data, but also to analyze and catalog the video data for analysts and decision makers,” he said.
“Functionally, information overload is a real concern for operators. All relevant data input must be matched with support for interpreting, correlating, summarizing and visualizing the data against the existing knowledge base, transforming raw bits of data into actionable intelligence,” commented John Mackay, president and chief executive officer of Cloud Front Group.
Video is quickly becoming the most indemand sensor intelligence on the battlefield, making the ability to transport and mine it a top priority. Video data has been increasing in a variety of ways, including the quantity of sensors and platforms, types of sensors, and the resolution and the frame-rate of data acquired.
From Platform to Analyst
The increased adoption of UAVs has reduced the cost of data acquisition operations, allowing more frequent and longer duration missions to be executed. But the challenge with UAV video is to quickly and efficiently get it from the platform to the analyst, while also giving analysts the ability to quickly identify priority intelligence requirements in near real-time or later without having to watch hours of unchanging video.
In addition, video requires significant bandwidth to deliver, which places demanding network requirements on real-time and tactical applications.
The Cloud Front Group has put together an integrated package of technologies to solve the problem of quickly disseminating relevant video data to tactical or real-time operators. “To achieve this goal, imagery object recognition and search software from piXlogic is used to scan captured video for notions of interest such as certain vehicles or people,” Mackay explained.
Once identified, the segment of video surrounding the identified notion is immediately routed to any subscribed operator using Flume, an advanced file transfer and synchronization software solution from Saratoga Data Systems.
“The entire sensor feed continues to be recorded and can be downloaded once its mission completes, but real-time operations can be positively affected by this dissemination of relevant segments, requiring much less bandwidth and providing more resilience to network challenges than actual video streaming,” he said.
The ability to collect, store and distribute metadata, as well as tag or mark events or sequences of interest, greatly assists in working with the large quantity of video feeds collected.
Wide area motion imagery (WAMI) and other large volume data sources require an even larger number of analysts to monitor activities if the current paradigm is extended. WAMI, unlike full motion video (FMV), is high-resolution imagery over large ground footprint areas for long periods of time, allowing persistent surveillance over city-scale regions, and enabling intelligence to be gathered from motion patterns and locations of many simultaneous targets over a large region of interest.
For this concept of operations to work, the video processing must occur as close to real-time as possible. This temporal proximity requirement suggests that the video processing needs be in physical proximity to the collection device in order to reduce transmission delay. The reliability of such recognition improves with the quality of the imagery being processed, which generally translates to being closer to the capture source so that compression, recoding and transmission do not degrade the data. Hence, the video processing system must be deployed on the same local area network as the sensor itself.
“Using our UAV example, the UAV should have on-board object recognition processing as well as video capture capabilities,” Mackay described.
The information provided by the alert must include the sensor data that caused the alert. This video segment then needs to be delivered with the highest-possible resolution to ensure operators can interpret the video accurately and make the best recommendation for the success of the mission.
Given the network challenges in tactical environments, an efficient compression and transmission protocol must be leveraged to provide the maximum possible video resolution over the available network conditions. Such a protocol must be resilient against network latency, intermittency, and the error rates common in tactical conditions so that missions can rely on the alerts being delivered.
“To address this technology challenge we use Saratoga Data System’s Flume, a 100 percent software solution to file transfers,” Mackay reported. “In recent testing by the Air Force and Army, Flume has proven significant improvement over standard network file transfer protocols.”
For more see: ”Analysis for Action”
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, discussed the infrastructures businesses will need to implement to handle this explosion of data by providing specific use cases for filterin...
Jul. 23, 2016 12:00 PM EDT Reads: 1,081
[session] Throwing Away the Codebase By @ReadyTalk | @CloudExpo #Cloud #DevOps #DigitalTransformation
Is your aging software platform suffering from technical debt while the market changes and demands new solutions at a faster clip? It’s a bold move, but you might consider walking away from your core platform and starting fresh. ReadyTalk did exactly that. 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 and over a decade of audio conferencing product development to start an innovati...
Jul. 23, 2016 12:00 PM EDT Reads: 783
Early adopters of IoT viewed it mainly as a different term for machine-to-machine connectivity or M2M. This is understandable since a prerequisite for any IoT solution is the ability to collect and aggregate device data, which is most often presented in a dashboard. The problem is that viewing data in a dashboard requires a human to interpret the results and take manual action, which doesn’t scale to the needs of IoT.
Jul. 23, 2016 11:00 AM EDT Reads: 1,801
SYS-CON Events announced today the Kubernetes and Google Container Engine Workshop, being held November 3, 2016, in conjunction with @DevOpsSummit at 19th Cloud Expo at the Santa Clara Convention Center in Santa Clara, CA. This workshop led by Sebastian Scheele introduces participants to Kubernetes and Google Container Engine (GKE). Through a combination of instructor-led presentations, demonstrations, and hands-on labs, students learn the key concepts and practices for deploying and maintainin...
Jul. 23, 2016 11:00 AM EDT Reads: 447
[guide] Cloud Analytics for Dummies | @CloudExpo @Informatica #API #Cloud #Analytics #BusinessIntelligence
Cloud analytics is dramatically altering business intelligence. Some businesses will capitalize on these promising new technologies and gain key insights that’ll help them gain competitive advantage. And others won’t. Whether you’re a business leader, an IT manager, or an analyst, we want to help you and the people you need to influence with a free copy of “Cloud Analytics for Dummies,” the essential guide to this explosive new space for business intelligence.
Jul. 23, 2016 11:00 AM EDT Reads: 452
So, you bought into the current machine learning craze and went on to collect millions/billions of records from this promising new data source. Now, what do you do with them? Too often, the abundance of data quickly turns into an abundance of problems. How do you extract that "magic essence" from your data without falling into the common pitfalls? In her session at @ThingsExpo, Natalia Ponomareva, Software Engineer at Google, provided tips on how to be successful in large scale machine learning...
Jul. 23, 2016 11:00 AM EDT Reads: 1,126
What does it look like when you have access to cloud infrastructure and platform under the same roof? Let’s talk about the different layers of Technology as a Service: who cares, what runs where, and how does it all fit together. In his session at 18th Cloud Expo, Phil Jackson, Lead Technology Evangelist at SoftLayer, an IBM company, spoke about the picture being painted by IBM Cloud and how the tools being crafted can help fill the gaps in your IT infrastructure.
Jul. 23, 2016 10:45 AM EDT Reads: 1,954
"delaPlex is a software development company. We do team-based outsourcing development," explained Mark Rivers, COO and Co-founder of delaPlex Software, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Jul. 23, 2016 10:00 AM EDT Reads: 1,894
Traditional IT, great for stable systems of record, is struggling to cope with newer, agile systems of engagement requirements coming straight from the business. In his session at 18th Cloud Expo, William Morrish, General Manager of Product Sales at Interoute, outlined ways of exploiting new architectures to enable both systems and building them to support your existing platforms, with an eye for the future. Technologies such as Docker and the hyper-convergence of computing, networking and sto...
Jul. 23, 2016 09:45 AM EDT Reads: 954
Whether your IoT service is connecting cars, homes, appliances, wearable, cameras or other devices, one question hangs in the balance – how do you actually make money from this service? The ability to turn your IoT service into profit requires the ability to create a monetization strategy that is flexible, scalable and working for you in real-time. It must be a transparent, smoothly implemented strategy that all stakeholders – from customers to the board – will be able to understand and comprehe...
Jul. 23, 2016 09:45 AM EDT Reads: 1,723
SYS-CON Events announced today that LeaseWeb USA, a cloud Infrastructure-as-a-Service (IaaS) provider, 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. LeaseWeb is one of the world's largest hosting brands. The company helps customers define, develop and deploy IT infrastructure tailored to their exact business needs, by combining various kinds cloud solutions.
Jul. 23, 2016 09:15 AM EDT Reads: 1,008
The cloud market growth today is largely in public clouds. While there is a lot of spend in IT departments in virtualization, these aren’t yet translating into a true “cloud” experience within the enterprise. What is stopping the growth of the “private cloud” market? In his general session at 18th Cloud Expo, Nara Rajagopalan, CEO of Accelerite, explored the challenges in deploying, managing, and getting adoption for a private cloud within an enterprise. What are the key differences between wh...
Jul. 23, 2016 09:00 AM EDT Reads: 1,918
Using new techniques of information modeling, indexing, and processing, new cloud-based systems can support cloud-based workloads previously not possible for high-throughput insurance, banking, and case-based applications. In his session at 18th Cloud Expo, John Newton, CTO, Founder and Chairman of Alfresco, described how to scale cloud-based content management repositories to store, manage, and retrieve billions of documents and related information with fast and linear scalability. He addres...
Jul. 23, 2016 09:00 AM EDT Reads: 814
Adding public cloud resources to an existing application can be a daunting process. The tools that you currently use to manage the software and hardware outside the cloud aren’t always the best tools to efficiently grow into the cloud. All of the major configuration management tools have cloud orchestration plugins that can be leveraged, but there are also cloud-native tools that can dramatically improve the efficiency of managing your application lifecycle. In his session at 18th Cloud Expo, ...
Jul. 23, 2016 08:30 AM EDT Reads: 661
It’s 2016: buildings are smart, connected and the IoT is fundamentally altering how control and operating systems work and speak to each other. Platforms across the enterprise are networked via inexpensive sensors to collect massive amounts of data for analytics, information management, and insights that can be used to continuously improve operations. In his session at @ThingsExpo, Brian Chemel, Co-Founder and CTO of Digital Lumens, will explore: The benefits sensor-networked systems bring to ...
Jul. 23, 2016 08:15 AM EDT Reads: 1,437
When building large, cloud-based applications that operate at a high scale, it’s important to maintain a high availability and resilience to failures. In order to do that, you must be tolerant of failures, even in light of failures in other areas of your application. “Fly two mistakes high” is an old adage in the radio control airplane hobby. It means, fly high enough so that if you make a mistake, you can continue flying with room to still make mistakes. In his session at 18th Cloud Expo, Lee...
Jul. 23, 2016 08:00 AM EDT Reads: 1,245
Large scale deployments present unique planning challenges, system commissioning hurdles between IT and OT and demand careful system hand-off orchestration. In his session at @ThingsExpo, Jeff Smith, Senior Director and a founding member of Incenergy, will discuss some of the key tactics to ensure delivery success based on his experience of the last two years deploying Industrial IoT systems across four continents.
Jul. 23, 2016 08:00 AM EDT Reads: 1,395
Much of IT terminology is often misused and misapplied. Modernization and transformation are two such terms. They are often used interchangeably even though they mean different things and have very different connotations. Indeed, it is somewhat safe to assume that in IT any transformative effort is likely to also have a modernizing effect, and thus, we can see these as levels of improvement efforts. However, many businesses are being led to believe if they don’t transform now they risk becoming ...
Jul. 23, 2016 08:00 AM EDT Reads: 1,052
Introducing Enterprise IoT Bootcamp at @ThingsExpo Silicon Valley | #IoT #M2M #API #DigitalTransformation
SYS-CON Events announced today the Enterprise IoT Bootcamp, being held November 1-2, 2016, in conjunction with 19th Cloud Expo | @ThingsExpo at the Santa Clara Convention Center in Santa Clara, CA. Combined with real-world scenarios and use cases, the Enterprise IoT Bootcamp is not just based on presentations but with hands-on demos and detailed walkthroughs. We will introduce you to a variety of real world use cases prototyped using Arduino, Raspberry Pi, BeagleBone, Spark, and Intel Edison. Y...
Jul. 23, 2016 08:00 AM EDT Reads: 1,243
Identity is in everything and customers are looking to their providers to ensure the security of their identities, transactions and data. With the increased reliance on cloud-based services, service providers must build security and trust into their offerings, adding value to customers and improving the user experience. Making identity, security and privacy easy for customers provides a unique advantage over the competition.
Jul. 23, 2016 07:45 AM EDT Reads: 962