Author

Zhuolong Yu

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Preprint Sep 2026

HOCCL: Offloading Collective Communication from GPU Cores to Accelerate Distributed Training

HOCCCL, a zero-SM collective communication framework consisting of three components: a stream manager, a point-to-point (P2P) executor, and a collective scheduler, which improves end-to-end training throughput by up to 5%.

Yao Fei, Gong-Ming Zhao, Hong-Li Xu et al. · 0 citations

Book Open access Aug 2026

Rethinking Cloud Optimization: Volatility-Driven for Better Outcomes

Hestia is proposed, a framework that achieves long-term stable oversubscription through workload aggregation through a smoothing-based method to classify workloads suitable for aggregation according to their periodicity, and an aggregation algorithm to minimize the overall MCV.

Baoqing Wang, Gongming Zhao, Hongli Xu et al. · Conference on Applications,... · 0 citations