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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Chunbao Zhou

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2 papers indexed here

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Open access Aug 2026

DistSpMM: Accelerating Sparse Matrix Dense Matrix Multiplication on GPUs

The proposed DistSpMM proposes DistSpMM, a co-design framework integrating data layout, pipelining, and communication strategies, which introduces HSDMA, a lightweight algorithm that reduces communication by optimizing the dense matrix allocation.

Junyu Gu, Jue Wang, Zhikuang Xin et al. · 0 citations
#edge computing Book Open access Sep 2026

Vadar: Runtime Performance Variance Detection and Diagnosis for Parallel Applications

Vadar adopts a non-intrusive dynamic interception mechanism to monitor parallel applications with state transition detection to cope with workload change at runtime, and provides comprehensive monitoring for both regular and irregular computational workloads.

Yi-Fan Jia, Shuang Niu, Yu-Hang Hu et al. · 0 citations

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