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Author

Shaoke Fang

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Jul 2026

InstantInfer: Enabling Fast LLM Cold Start with Communicating Finite Automata

This work proposes the Communicating Finite Automata (CFA) abstraction to systematically analyze cross-component optimization opportunities, and designs a programming framework to enable CFA-based component program refactoring that preserves the original sequential program structure while enabling safe concurrent component execution.

Yitao Yuan, Yongchao He, Shaoke Fang et al. · 0 citations

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