A demand-centered scheduling framework for shared supercomputing resources: modeling, metrics, and case insights

Abstract The exponential growth of artificial intelligence and data-intensive applications has led to a significant surge in demand for supercomputing resources. However, limited infrastructure capacity and rising construction costs have made traditional supply-side expansion strategies increasingly...

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Bibliographic Details
Main Author: Hyungwook Shim
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-02353-9
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