Author

Liang Zheng

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Preprint Aug 2026

AsymSpec: Efficient Cloud-Edge Speculative Decoding over Asymmetric Networks

This work presents AsymSpec, which addresses uplink-gated verification and invalid dependent work with two corresponding mechanisms, and shows that AsymSpec delivers 2.82-28.03$\times the output-token throughput of the strongest baseline.

Guotao Yang, Hao Chen, Rui Guo et al. · 0 citations