One pretrained telemetry model, CENTILE, improves both HPC backfilling and ISP capacity provisioning decisions under replay, with zero-shot transfer across months and domains.
Challenges in deploying machine learning: A survey of case studies,
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CENTILE: A Telemetry Foundation Model Evaluated by the Decisions It Drives
One pretrained telemetry model, CENTILE, improves both HPC backfilling and ISP capacity provisioning decisions under replay, with zero-shot transfer across months and domains.