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

Author

Qingxiao Sun

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Book Open access Jul 2026

Optimizing Streaming Tensor Decomposition on GPU

ASTRA is a framework that optimizes the holistic streaming CPD process on GPU that integrates the memory pool and asynchronous strategy with compact storage format to reduce idle cycles and execution latency and devises a similarity-aware updating mechanism to reduce the overall workload.

Wenqing Lin, Jianuo Sheng, Shuqin Feng et al. · 0 citations