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September 10, 2025ACM SIGEnergy Energy Informatics Review

Towards Performance and Energy Aware Kubernetes Scheduler

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Authors

HDHan DongPSPrashant Kumar SinghYAYara Abu Awad

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Overview

New Kubernetes scheduler improves performance and reduces carbon costs in cloud data centers, suggesting a more efficient resource use.

Key Points

  • PAX enables reduced operational carbon and extends server lifetimes, improving sustainability in cloud infrastructures.
  • Compared to modern schedulers, PAX significantly enhances application performance and supports carbon-conscious scheduling.
  • The use of Bayesian optimization allows for effective workload placement on both old and new servers, maximizing resource efficiency.
  • This work highlights the promise of machine learning to address inefficiencies and environmental impact in data center operations.

Cite This Study

Dong et al. (2025) studied this question.

synapsesocial.com/papers/68c1b81f54b1d3bfb60ec7c8https://doi.org/10.1145/3757892.3757902
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