|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”
In his general session at 18th Cloud Expo, Lee Atchison, Principal Cloud Architect and Advocate at New Relic, discussed cloud as a ‘better data center’ and how it adds new capacity (faster) and improves application availability (redundancy). The cloud is a ‘Dynamic Tool for Dynamic Apps’ and resource allocation is an integral part of your application architecture, so use only the resources you need and allocate /de-allocate resources on the fly.
Sep. 27, 2016 09:30 AM EDT Reads: 2,646
Vidyo, Inc., has joined the Alliance for Open Media. The Alliance for Open Media is a non-profit organization working to define and develop media technologies that address the need for an open standard for video compression and delivery over the web. As a member of the Alliance, Vidyo will collaborate with industry leaders in pursuit of an open and royalty-free AOMedia Video codec, AV1. Vidyo’s contributions to the organization will bring to bear its long history of expertise in codec technolo...
Sep. 27, 2016 08:30 AM EDT Reads: 2,636
There is little doubt that Big Data solutions will have an increasing role in the Enterprise IT mainstream over time. Big Data at Cloud Expo - to be held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA - has announced its Call for Papers is open. Cloud computing is being adopted in one form or another by 94% of enterprises today. Tens of billions of new devices are being connected to The Internet of Things. And Big Data is driving this bus. An exponential increase is...
Sep. 27, 2016 08:15 AM EDT Reads: 2,625
An IoT product’s log files speak volumes about what’s happening with your products in the field, pinpointing current and potential issues, and enabling you to predict failures and save millions of dollars in inventory. But until recently, no one knew how to listen. In his session at @ThingsExpo, Dan Gettens, Chief Research Officer at OnProcess, will discuss recent research by Massachusetts Institute of Technology and OnProcess Technology, where MIT created a new, breakthrough analytics model f...
Sep. 27, 2016 08:00 AM EDT Reads: 1,991
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...
Sep. 27, 2016 08:00 AM EDT Reads: 3,695
The Internet of Things will challenge the status quo of how IT and development organizations operate. Or will it? Certainly the fog layer of IoT requires special insights about data ontology, security and transactional integrity. But the developmental challenges are the same: People, Process and Platform and how we integrate our thinking to solve complicated problems. In his session at 19th Cloud Expo, Craig Sproule, CEO of Metavine, will demonstrate how to move beyond today's coding paradigm ...
Sep. 27, 2016 07:45 AM EDT Reads: 3,286
Ask someone to architect an Internet of Things (IoT) solution and you are guaranteed to see a reference to the cloud. This would lead you to believe that IoT requires the cloud to exist. However, there are many IoT use cases where the cloud is not feasible or desirable. In his session at @ThingsExpo, Dave McCarthy, Director of Products at Bsquare Corporation, will discuss the strategies that exist to extend intelligence directly to IoT devices and sensors, freeing them from the constraints of ...
Sep. 27, 2016 07:45 AM EDT Reads: 2,498
From wearable activity trackers to fantasy e-sports, data and technology are transforming the way athletes train for the game and fans engage with their teams. In his session at @ThingsExpo, will present key data findings from leading sports organizations San Francisco 49ers, Orlando Magic NBA team. By utilizing data analytics these sports orgs have recognized new revenue streams, doubled its fan base and streamlined costs at its stadiums. John Paul is the CEO and Founder of VenueNext. Prior ...
Sep. 27, 2016 07:30 AM EDT Reads: 2,975
Technology vendors and analysts are eager to paint a rosy picture of how wonderful IoT is and why your deployment will be great with the use of their products and services. While it is easy to showcase successful IoT solutions, identifying IoT systems that missed the mark or failed can often provide more in the way of key lessons learned. In his session at @ThingsExpo, Peter Vanderminden, Principal Industry Analyst for IoT & Digital Supply Chain to Flatiron Strategies, will focus on how IoT de...
Sep. 27, 2016 07:15 AM EDT Reads: 1,117
IoT offers a value of almost $4 trillion to the manufacturing industry through platforms that can improve margins, optimize operations & drive high performance work teams. By using IoT technologies as a foundation, manufacturing customers are integrating worker safety with manufacturing systems, driving deep collaboration and utilizing analytics to exponentially increased per-unit margins. However, as Benoit Lheureux, the VP for Research at Gartner points out, “IoT project implementers often ...
Sep. 27, 2016 06:45 AM EDT Reads: 3,333
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...
Sep. 27, 2016 06:30 AM EDT Reads: 1,894
Information technology is an industry that has always experienced change, and the dramatic change sweeping across the industry today could not be truthfully described as the first time we've seen such widespread change impacting customer investments. However, the rate of the change, and the potential outcomes from today's digital transformation has the distinct potential to separate the industry into two camps: Organizations that see the change coming, embrace it, and successful leverage it; and...
Sep. 27, 2016 05:30 AM EDT Reads: 1,160
SYS-CON Events announced today that Roundee / LinearHub will exhibit at the WebRTC Summit at @ThingsExpo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. LinearHub provides Roundee Service, a smart platform for enterprise video conferencing with enhanced features such as automatic recording and transcription service. Slack users can integrate Roundee to their team via Slack’s App Directory, and '/roundee' command lets your video conference ...
Sep. 27, 2016 05:15 AM EDT Reads: 1,447
Digital transformation is too big and important for our future success to not understand the rules that apply to it. The first three rules for winning in this age of hyper-digital transformation are: Advantages in speed, analytics and operational tempos must be captured by implementing an optimized information logistics system (OILS) Real-time operational tempos (IT, people and business processes) must be achieved Businesses that can "analyze data and act and with speed" will dominate those t...
Sep. 27, 2016 04:45 AM EDT Reads: 1,161
The Jevons Paradox suggests that when technological advances increase efficiency of a resource, it results in an overall increase in consumption. Writing on the increased use of coal as a result of technological improvements, 19th-century economist William Stanley Jevons found that these improvements led to the development of new ways to utilize coal. In his session at 19th Cloud Expo, Mark Thiele, Chief Strategy Officer for Apcera, will compare the Jevons Paradox to modern-day enterprise IT, e...
Sep. 27, 2016 04:30 AM EDT Reads: 2,063
There are several IoTs: the Industrial Internet, Consumer Wearables, Wearables and Healthcare, Supply Chains, and the movement toward Smart Grids, Cities, Regions, and Nations. There are competing communications standards every step of the way, a bewildering array of sensors and devices, and an entire world of competing data analytics platforms. To some this appears to be chaos. In this power panel at @ThingsExpo, moderated by Conference Chair Roger Strukhoff, Bradley Holt, Developer Advocate a...
Sep. 27, 2016 04:15 AM EDT Reads: 2,116
SYS-CON Events announced today that Bsquare has been named “Silver Sponsor” of SYS-CON's @ThingsExpo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. For more than two decades, Bsquare has helped its customers extract business value from a broad array of physical assets by making them intelligent, connecting them, and using the data they generate to optimize business processes.
Sep. 27, 2016 03:00 AM EDT Reads: 2,781
There is growing need for data-driven applications and the need for digital platforms to build these apps. In his session at 19th Cloud Expo, Muddu Sudhakar, VP and GM of Security & IoT at Splunk, will cover different PaaS solutions and Big Data platforms that are available to build applications. In addition, AI and machine learning are creating new requirements that developers need in the building of next-gen apps. The next-generation digital platforms have some of the past platform needs a...
Sep. 27, 2016 03:00 AM EDT Reads: 1,809
SYS-CON Events announced today that ReadyTalk, a leading provider of online conferencing and webinar services, has been named Vendor Presentation Sponsor 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. ReadyTalk delivers audio and web conferencing services that inspire collaboration and enable the Future of Work for today’s increasingly digital and mobile workforce. By combining intuitive, innovative tec...
Sep. 27, 2016 03:00 AM EDT Reads: 2,945
Fact is, enterprises have significant legacy voice infrastructure that’s costly to replace with pure IP solutions. How can we bring this analog infrastructure into our shiny new cloud applications? There are proven methods to bind both legacy voice applications and traditional PSTN audio into cloud-based applications and services at a carrier scale. Some of the most successful implementations leverage WebRTC, WebSockets, SIP and other open source technologies. In his session at @ThingsExpo, Da...
Sep. 27, 2016 02:15 AM EDT Reads: 1,608