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Author

Xiao-Lin Wang

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Book Open access Sep 2026

Computation Is Fast, Use Threadlet!: Efficient Threading for μs-Scale Computing via OS/Hardware Co-Design

The conventional threading model multiplexes software threads onto hardware cores. This model inherently suffers from the overhead of 1) context switching, 2) scheduling, and 3) system event notifications (e.g., I/O interrupts). As computing enters μs-scale, such overheads become the key bottleneck of a wide range of d...

Yi-Ming Yao, Xiao-He Qin, Yi Fan et al. · 0 citations
Preprint Sep 2026

Adaptive Context Parallelism for Production LLM Serving

As LLM context windows expand and input sequences grow longer, serving systems face increasing computational and memory demands. Context parallelism (CP), which partitions the input sequence across multiple ranks to parallelize the computation, has therefore become increasingly important for efficient LLM serving. Howe...

Jiarui Guo, Rong-Le Wang, Pei-Jun Huang et al. · 0 citations

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