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Rui-Dong Yan

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Book Open access Sep 2026

DiCTR: A Distributed Lightweight Second-Order Optimization Algorithm for Deep Model Training

Distributed Cholesky triangular replacement (DiCTR) is proposed, which introduces a lightweight second-order method that employs efficient matrix factorization and sparse matrix replacement techniques to reduce system computation and memory overhead and designs a novel distributed training framework encompassing both d...

Rui-Dong Yan, Liang Jin, Li Wang et al. · 0 citations
#artificial intelligence Book Open access Sep 2026

MServerSim: A Modular Design based Simulation Technique for Modern AI Servers

AI servers are the core infrastructure of current artificial intelligence computing, but their key components, such as computing power, storage, and interconnection, update rapidly. The growing component diversity and system complexity pose great challenges to AI server design, optimization, and performance evaluation....

Ren-Gang Li, Yi-Nan Tang, Rui-Dong Yan et al. · 0 citations

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