2018-2020 Assessment of the Army Research Office (2021) / Chapter Skim
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2 Computing Sciences Division
2 Computing Sciences Division
Pages 21-27
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From page 21... ...
.1 The Computing Sciences Division seeks to conceive of and develop transformational research programs in the computing sciences for the U.S. Army to exploit new computing paradigms and novel information processing techniques.
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From page 22... ...
The malware analysis system was recently transitioned to the Cyber Systems Division of the Air Force Life Cycle Management Center at Joint Base San Antonio-Lackland in San Antonio, Texas, for field test and usage. Algorithms of feature extraction for explosive hazard detection for countering improvised explosive devices have been developed at the University of Missouri with ARO funding.
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From page 23... ...
In the field test, DeepRadio successfully learned the behavior of a dynamic jammer that does not transmit continuously and is hard to detect, using a deep neural network model and providing a more than 85 percent success rate of detecting potential jammers. Additional Considerations The projects, PIs, focus, relevance, and results of the Information Assurance Program were exceptional.
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From page 24... ...
There could be good future opportunities for this research area related to manned/unmanned teaming, robotic and autonomous systems, and robotic swarms. Significant Accomplishments New techniques using compressive sensing algorithms for data reconstruction have been transitioned from Rice University to Conoco-Phillips, a major energy company in the application of seismic sensing for oil exploration.
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From page 25... ...
The work described on message-passing libraries for big data and on scheduling for graphics processing units was reasonable but very short term; it is likely that similar work is being performed at a much larger scale by major commercial concerns. However, considering the titles of some of the other projects funded under the program but not reviewed, such as the work on approximate computing, and the backgrounds of their PIs, it is likely that some of the architecture work funded in the recent past did have a longer time horizon with a deeper microarchitecture focus, and that work may have held out the potential for developing more fundamental results.
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From page 26... ...
The topics to be covered by the Intelligent Systems Program represent a major and relevant opportunity for addressing future Army needs. The program needs to be started as soon as possible, employing, if necessary, an interim program manager to get it started.
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From page 27... ...
The mapping of project accomplishments to programs' strategic plans was not always clear, and consistent, meaningful metrics for assessing progress were generally lacking. Appendix A of this report lists a broad set of metrics that ARO could consider for assessment of its programs.
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