Author

Wen-Yi Wang

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Preprint Sep 2026

ExaServe: Large-Scale LLM Serving on Exascale HPC Systems

Cloud-native LLM serving frameworks have made deployment routine in data centers, yet deploying them on leadership-class supercomputers remains an engineering challenge requiring scheduler integration, MPI launch, accelerator selection, node-local weight staging, and platform-specific patches. We present ExaServe, a pi...

Wen-Yi Wang, Shu Shi, Y. Babuji et al. · 0 citations