Improving GPU Multi-tenancy with Page Walk Stealing

2021 IEEE International Symposium on High-Performance Computer Architecture (HPCA)(2021)

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摘要
GPU (Graphics Processing Unit) architecture has evolved to accelerate parts of a single application at a time. Consequently, several aspects of its architecture, particularly the virtual memory, have embraced a shared-mostly design. This implicitly assumes that a single application and, thus, one address space is resident in the GPU at a time. However, recent trends, e.g., deployment of GPUs in th...
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关键词
Cloud computing,Graphics processing units,Process control,Computer architecture,Interference,Throughput,Market research
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