Author

Y. Babuji

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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

#artificial intelligence Preprint Sep 2026

Diamond Agent: Agentic Control of Federated HPC Resources as a Service

Efficiently aggregating and orchestrating computing power across heterogeneous clusters for HPC workflows faces four practical challenges: preserving workflow context across independently administered clusters, moving large datasets between sites, reasoning about site-specific environments and scheduler policies, and e...

Haotian Xie, Jun-Lin Chen, Ming-Kai Zheng et al. · 0 citations