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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Tao Xiao

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Jul 2026

Mixture-of-Experts Serving

A polynomial-time $O(\sqrt{\log k})$-competitive online algorithm, where $k$ is the number of GPUs beyond one per expert, and a matching $\Omega(\sqrt{\log k})$ barrier for the online dual problem underlying the analysis.

Zhiyi Huang, Qinpei Lou, Tao Xiao · 2 citations · ⚡1

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