Publications

[6] Xueyu Wu; Xin Yao; Cho-Li Wang FedSCR: Structure-based Communication Reduction for Federated Learning . [details] [pdf]

[TOP/5] Xin Yao, Cho-Li Wang. Probabilistic Consistency Guarantee in Partial Quorum-based Data Store . [details] [pdf]

[4] Xin Yao, Xueyu Wu, Cho-Li Wang FluentPS: A Parameter Server Design with Low-frequency Synchronization for Distributed Deep Learning . [details] [pdf] [code]

[3] Xin Yao, Cho-Li Wang, Mingzhe Zhang EC-Shuffle: Dynamic Erasure Coding Optimization for Efficient and Reliable Shuffle in Spark . [details] [pdf]

[2] Mingzhe Zhang, Xin Yao, Cho-Li Wang. NVCL: Exploiting NVRAM in Cache-Line Granularity Differential Logging . [details] [pdf]

[1] Mingzhe Zhang, King Tin Lam, Xin Yao, Cho-Li Wang. SIMPO: A Scalable In-Memory Persistent Object Framework Using NVRAM for Reliable Big Data Computing . [details] [pdf]