Energy-Aware Workload Consolidation on GPU

  title={Energy-Aware Workload Consolidation on GPU},
  author={Dong Li and Surendra Byna and Srimat T. Chakradhar},
  journal={2011 40th International Conference on Parallel Processing Workshops},
Enterprise workloads like search, data mining and analytics, etc. typically involve a large number of users who are simultaneously using applications that are hosted on clusters of commodity computers. Use of GPUs for enterprise computing is challenging because of poor performance and higher energy consumption compared to running enterprise workloads on CPUs. In this paper, we show that the GPU work consolidation can improve system throughput and results in significant energy savings over… CONTINUE READING
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