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Accelerated Science Discovery
Program Components DOE (Core CS/Math) Physics / Omics (NSF All things?) Accelerated Science Discovery Democratization of Data NASA (Astro) NIH (Human Health) USA Competiveness Manufacturing Knowledge is Power
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Questions to Answer Hardware balance Where to cut data
Data-centric vs. flop-centric architectures Where to cut data Never (install computing center next to each instrument); send all to remote computing center; in situ analysis Analysis algorithms Incomplete or noisy data; domain specific data; UQ and confidence estimates; incorporating results from modeling and simulation Experimental data overwhelms current analysis techniques
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Algorithms and data structures for indexing and searching Workflows
Questions to Answer Archival issues Provenance; standard data formats and other community issues; SDM (what are real research questions here) Algorithms and data structures for indexing and searching Workflows Explore component technologies Networking research Programming Models, e.g. MapReduce, UPC
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