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Nikolay A. Simakov

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Book 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