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Author

Mingwei Xu

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Book Open access Aug 2026

CubeTrace: Microscopic Network Tracing for Heterogeneous Cloud Gateways

CubeTrace is presented, a unified, function-level flow tracing system that enables microscopic tracing inside heterogeneous cloud gateways and introduces minimal overhead, consuming less than 1% of memory resources and adding less than 1% to forwarding latency.

Yunming Xiao, Yinchao Yang, Jiaqi Zheng et al. · 1 citation
Review Open access Aug 2026

Collective Communication for Distributed LLM Systems: Planning, Runtime Adaptation, and Computation Coordination

This paper presents a tutorial-style, collective-centric taxonomy for collective communication, which organizes recent advances into three layers: communication planning, which generates topology-aware collective schedules; communication execution and adaptation, which maps these schedules onto GPU runtimes and hardwar...

Xue-Bin Song, Menghao Zhang, Yue Liu et al. · 0 citations
Book Open access Aug 2026

Turbo: Efficiently Serving Long-Context Large Language Models with In-Network Aggregation

This work proposes Turbo, a first-of-its-kind in-network aggregation system that accelerates long-context inference by offloading query broadcast and attention aggregation to switches and introduces a rolling forward scheme that propagates states to enable cross-stage updates.

Ying Wan, Yuchen Xu, Chuwen Zhang et al. · 0 citations

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