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The Institute for Data Analysis and Visualization (IDAV) thanks everyone for 18 great years!

Please contact individual faculty members in the Computer Science Department at UC Davis directly for information.

Featured Project

Multi-GPU MapReduce on GPU Clusters
Jeff A. Stuart, John D. Owens

We present GPMR, our MapReduce library that leverages the power of GPU clusters for large-scale computing. To better utilize the GPU, we modify MapReduce by combining large amounts of map and reduce items into chunks and using partial reductions and accumulation. We use persistent map and reduce tasks and stress aspects of GPMR with a set of standard MapReduce benchmarks. We run these benchmarks on a GPU cluster and achieve desirable ... [more]