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Computer systems are increasingly bottlenecked by data movement costs and are no longer able to keep up with the “big data” explosion. This trend is compounded by the fact that data in memory is stored without any consideration of data content, usage patterns, or how data are grouped into higher-level objects. Many algorithms also exhibit poor temporal locality (because they only touch data items once) and poor spatial locality (because they exhibit irregular access patterns across vast data sizes), making caches inefficient. MORE >

 

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photo of Kevin Eliceiri and Rob Knight

Kevin Eliceiri, professor of medical physics and biomedical engineering at the University of Wisconsin-Madison, has been cited more than 68,000 times in 228 publications and is recognized for his cross-disciplinary influence. Rob Knight, the founding director of the Center for Microbiome Innovation and a professor of pediatrics and computer science and engineering at UC San Diego, is the only p

image of Jose Martinez

José Martínez of Cornell has been selected as one of IEEE’s 2021 Fellows for contributions to adaptable multiprocessor computer architectures.