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Increasing Machines’ Learning Curve

March 21, 2013

The Defense Advanced Research Projects Agency (DARPA) is searching for companies to participate in its recently launched Probabilistic Programming for Advanced Machine Learning (PPAML) program. Probabilistic programming is an innovative approach to manage the uncertain information that computers use to understand data, manage results and infer insights. The PPAML seeks to increase the number of people who can successfully build machine learning applications as well as boost the effectiveness of current machine learning experts. In addition, the project will focus on creating more economical, robust and powerful applications that require less data to produce more accurate results. “Our goal is that future machine learning projects won’t require people to know everything about both the domain of interest and machine learning to build useful machine learning applications,” Kathleen Fisher, DARPA program manager, says. The three-phase program is scheduled to run for 46 months beginning this year and continuing to 2017. The agency is hosting a Proposers’ Day at the Executive Conference Center, Arlington, Virginia, on April 10, 2013, to familiarize potential participants with the PPAML’s technical objectives. Interested organizations must register by 5 p.m. on April 5, 2013. A DARPA special notice document describing the specific capabilities the agency is interested in is available online.

 

NASA Tests Biofuels for Environmental Effects, Performance

March 15, 2013
By Max Cacas
NASA's DC-8 airborne science laboratory flies over the Dryden Aircraft Operations Facility, Palmdale, California. The  DC-8 is participating in ACCESS flights measuring the emissions and performance of biofuels in jet engines.  (NASA Photo)

NASA is in the midst of its first phase of flight tests to determine the effects of alternative biofuels on the emissions and performance of jet engines flying at altitude.

The program is called the Alternative Fuel Effects on Contrails and Cruise Emissions, or ACCESS, according to Dr. Ruben Del Rosario, project manager of NASA’s Subsonic Fixed Wing project. The goal is to investigate how biofuels perform compared with traditional jet fuel and also to measure the environmental impact of biofuels. The results of the tests are significant because of the growing popularity of biofuels for both the U.S. Air Force and Navy as well as private sector aviation.

During the ACCESS tests, the space agency’s highly modified Douglas DC-8, which normally is used as a flying laboratory, will conduct a series of flights at altitudes as high as 40,000 feet, while a NASA Falcon HU-25 aircraft follows behind at distances of between 300 feet and more than 10 miles, according to Del Rosario. The flights will take place primarily over restricted airspace over Edwards Air Force Base in California.

ACCESS is the outgrowth of earlier preliminary research on biofuels and jets. “It was born out of two previous experiments that we conducted in 2009 and 2011 at NASA’s Dryden Aircraft Operations Facility,” Del Rosario explains. During those tests, ground-based instruments measured the exhaust emissions of the DC-8 while the plane was parked on a ramp at the Palmdale, California, facility.

“During the ground tests, we took very detailed emission measurements, measuring CO2 [carbon dioxide], different oxides, different particulates, measuring sulfur, all the different kind of emissions we could possibly measure with many other companies and institutions joining us, as well,” Del Rosario says.

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Virtually Navy Education

March 11, 2013
By Rita Boland

The U.S. Naval Education and Training Command (NETC) is in the first stages of a five-stage plan to virtualize its computers at facilities across the globe in an attempt to save resources. Though the program itself has no direct connection to the recent sequester cuts that went into effect earlier this month, such projects could present possible cost-saving options to budget-constrained organizations.

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U.S. Defense Science Board Calls for Segmented Force Cyber Defense

March 5, 2013
By Robert K. Ackerman

The United States quickly must adopt a segmented approach to its military forces to ensure that key elements can survive a comprehensive cyber attack, according to a recently released Defense Science Board (DSB) Task Force on Resilient Military Systems. This approach entails a risk reduction strategy that combines deterrence, refocused intelligence capabilities and improved cyber defense. The effort must constitute “a broad systems approach … grounded in its technical and economic feasibility” to face a cyber threat that has “potential consequences similar in some ways to the nuclear threat of the Cold War,” the DSB report says.

The report declares that the United States cannot be confident that its critical information technology systems will work under attack from sophisticated adversaries combining cyber capabilities with conventional military and intelligence assets. In particular, the Defense Department’s dependence on vulnerable information technology “is a magnet” to U.S. opponents. U.S. networks are built on “inherently insecure architectures with increasing use of foreign-built components.” The report states that the department and its contractor base already have sustained “staggering losses” of system design information representing decades of combat knowledge and experience.

No silver bullet exists to eliminate cyberthreats, the report allows. Instead, it recommends an approach analogous to that employed against U-boats in World War II. Risks are not reduced to zero, but the challenge can be contained and managed through broad systems engineering of a spectrum of techniques.

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Change Is Challenge

March 1, 2013
George I. Seffers

Homeland Security Conference 2013 Show Daily, Day 3

Although many in government are moving as quickly as possible to adopt new technologies, such as cloud computing and mobile devices, individual agencies still face cultural challenges that sometimes prevent them from moving forward, according to officials speaking as part of the Chief Information Officer Council at the AFCEA Homeland Security conference in Washington, D.C.

Richard Spires, chief information officer for the Homeland Security Department (DHS), reminded the audience that DHS was created by joining a lot of disparate agencies, all of whom owned individual networks. While the department is working to integrate the information technology infrastructure and consolidate data centers, officials still meet some resistance at the individual agency level. “There’s still have lot of duplication and in some ways duplication is holding us back. I’d like to say we’re making progress, but I’ll let others grade us on that,” Spires said.

Other officials agreed that they meet resistance as well. Robert Carey, deputy chief information officer for the Defense Department cited a culture of change and said a constrained budget environment can be a power catalyst for action in moving toward a more centralized environment.

Cybersecurity itself can present challenges, according to Luke McCormack, chief information officer for the Justice Department. “Cyber’s hard. The individual pieces of that can be very difficult,” he said. He also cited the need to bring people together on emerging technologies, such as cloud-as-a-service, as a challenging issue.

A New Chip Thinks Like a Brain

March 1, 2013
By Max Cacas

An Army research team develops a device that could assist warfighters' decision making.

A U.S. Army scientist and his colleagues, working in the nascent field of neural computing and quantum physics, have earned a patent for a powerful quantum neural dynamics computer chip. The device, which has been tested in a laboratory, and the advanced mathematical computations that make it work may lead one day to powerful devices that could help warfighters sift through huge datasets of information and make important tactical decisions in the field. The chip also holds promise for civilian applications requiring the rapid analysis of big data, and it could represent a bridge to the next generation of computing.

“The patent covers different ways to make computer chips,” states Ron Meyers, a computer scientist with the Army Research Laboratory (ARL) who is the principal investigator for the neural chip project. “We developed a type of mathematics that allows for quick function-changing and also emulates some of the processes of neural intelligence that the human brain uses. We combined those together, and we made a new type of computer chip that incorporates those functions. It’s qualitatively different. It doesn’t do the same kinds of computations as traditional computer chips.”

The chip, and its underlying operating system based on newly developed mathematical formulas, will make possible faster and more powerful computers. “We’re talking about the ability to compute that exceeds exponentially millions of times greater than any of the computers that exist today or are on the drawing boards using conventional approaches,” Meyers explains.

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Securing Critical Infrastructure Through Nontraditional Means

February 1, 2013
BY Rita Boland
Crews work in New Jersey to restore power that was knocked out during Hurricane Sandy. GridCloud, a project between Cornell University and Washington State University, employs cloud technology to make smart grids self-healing and more resilient in the event of natural or man-made disasters. Photo Credit: FEMA/Liz Roll
In addition to helping protect the smart grid from terrorist attacks, GridCloud can assist power suppliers improve resources management. This work includes determining how to integrate power from nontraditional sources into the grid. Photo credit: FEMA/Steven Zumwalt

A cloud project takes advantage of emerging concepts to protect energy against disruptive threats.

Researchers at Cornell University and Washington State University have teamed to create GridCloud, a software-based technology designed to reduce the time and difficulty involved with creating prototypes of smart-grid control paradigms. The system will help overcome hurdles of cloud computing in complex settings. The effort combines Cornell’s Isis2 platform, designed for high-assurance cloud computing, with Washington State’s GridStat technology for smart grid monitoring and control. The advent of this technology promises to boost both the security and the reliability of electrical services.

Developers aim to build a scalable software structure that is secure, self-healing and inexpensive to operate. They believe that by combining Isis2 and GridStat, a cloud-based grid can have all those factors as well as guarantee consistency. Infrastructure owners motivated by economies of scale and the desire to deploy the new smart-grid solutions end up with a system that also is more resistant to attack and likely to survive other disruptions.

Dr. Ken Birman, a professor at Cornell and co-principal investigator on the project, explains that several motivations drive the effort. One involves trying to find a solution to control a power grid when multiple organizations own and have access to the infrastructure. “A second challenge that’s emerged is that people have studied the power grid and found that we don’t operate it very efficiently,” Birman says. Power suppliers often are producing extra power, for example, or finding it difficult to take advantage of renewable sources. Sometimes renewable energy—such as the type that comes from solar panels on homes—is blocked from entering the power grid because officials lack the knowledge to access and use it safely.

Army Hones Smart Grid Into a Tactical Advantage

March 1, 2013
By Max Cacas

Significant fuel savings and operational efficiencies are some of the benefits of an intelligent power management system that includes multiple energy sources.

The U.S. Army has tested a proof of concept for a smart electrical grid that would support tactical operations in the field. The concept, which was tested last summer, could save potentially billions of dollars in fuel use at remote forward positions. By eliminating the need to transport fuel for generators at such encampments, the new Tactical Operations Smart Grid also carries with it the potential of saving the lives of warfighters.

The smart grid, which takes advantage of multiple off-the-shelf electrical energy technologies, is being developed and tested by the Army’s Research, Development and Engineering Command’s (RDECOM) Communications-Electronics Research Development and Engineering Center (CERDEC). Along with helping set specifications for a future vendor-developed system, data from the tests also are being compiled as part of the Defense Department’s longer-term program of reducing both manpower and fuel use for energy generation.

“These systems are designed to integrate existing military-standard tactical generators managed by portable electric power systems out in the field, providing the ability to intelligently work within a grid operation,” says Michael Zalewski, a project mechanical engineer with CERDEC’s Command, Power and Integration (CPI) directorate. The tactical microgrid is being developed as part of the HI Power program, for Hybrid Intelligent Power. Newly developed digital controllers allow the system to balance electrical production, storage and demand dynamically, he explains, “and by doing this, we’re able to right-size the production of power to the load and demand at that point in time.”

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Cloud Industry Group Issues Mobile Computing Guidelines

March 1, 2013
By Max Cacas

When it comes to popular smartphones and tablets, security can be a many-layered and necessary endeavor

The growing use of advanced mobile devices, coupled with the increase in wireless broadband speed, is fueling demand by employees to bring their own devices to the job. This situation has opened a new set of security challenges for information technology staff, especially when it comes to the use of apps.

As the popularity and capability of mobile devices expands, standards are necessary to ensure that personal devices can function securely on enterprise networks. To address this need, the Cloud Security Alliance (CSA) organized its Mobile Working Group last year. The group recently released guidance to members on how enterprise administrators can successfully integrate smartphones and tablets into their work environment. The CSA is a not-for-profit organization of industry representatives focused on information assurance in the cloud computing industry.

U.S. Army Innovates on Cloud Computing Front

March 1, 2013
By George I. Seffers
The Warfighter Information Network-Tactical equipment is set up during a Network Integration Evaluation at White Sands Missile Range, New Mexico.

Officials work to provide a new cloud approach across 
the service as well as the Defense Department.

U.S. Army officials estimate that by the end of the fiscal year, they will go into production on a new cloud computing solution that could potentially be made available across the Defense Department and could eventually be used to expand cloud capabilities on the battlefield. The platform-as-a-service product incorporates enhanced automation, less expensive software licensing and built-in information assurance.

During the past year, officials with the Army’s Communications-Electronics Command (CECOM) Software Engineering Center (SEC), Aberdeen Proving Ground, Maryland, have been working on a cloud computing approach known as Cloud.mil. A four-person team took about four months to deliver the first increment, which is now in the pre-production phase and is being touted to Army leaders, as well as to Defense Department and Defense Information Systems Agency (DISA) officials, as a possible Army-wide and Defense-wide solution.

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