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Author

M. Joshi

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Preprint Sep 2026

Towards Efficient HPC Systems for Agents: Challenges and Opportunities

This work argues for co-design, that facilities should treat agents as first-class principals where agents become facility-aware tenants, and outlines the resulting challenges and opportunities in compute, storage, agent memory, and safety.

Yun-Jia Zheng, Bintang Dwi Marthen, Zachary Pan et al. · 0 citations
Book Open access Jul 2026

Analyzing HPC Job Wait Times under Resource Scaling Using Historical Workload Data

This work presents a data-driven framework that leverages historical job traces to estimate the impact of resource modifications on queue performance, and introduces the Weighted Wait-Time Score (WWS), a bounded metric that captures both typical and tail wait-time behavior.

Bipin Gaikwad, Shraddha Singh, M. Joshi et al. · 0 citations

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