GPU-aware Communication with UCX in Parallel Programming Models: Charm++, MPI, and Python

2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)(2021)

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摘要
As an increasing number of leadership-class systems embrace GPU accelerators in the race towards exascale, efficient communication of GPU data is becoming one of the most critical components of high-performance computing. For developers of parallel programming models, implementing support for GPU-aware communication using native APIs for GPUs such as CUDA can be a daunting task as it requires cons...
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关键词
Adaptation models,Runtime,Parallel programming,Biological system modeling,Semantics,Graphics processing units,Bandwidth
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