EC6: Enhancing Energy Efficiency in Kubernetes Through Dynamic Extension of CPU Deep Idle States (C6)

  • Zouhir Bellal
  • , Laaziz Lahlou
  • , Nadjia Kara
  • , Timothy Murphy
  • , Tan Phat Nguyen

Research output: Contribution to Book/Report typesContribution to conference proceedingspeer-review

1 Citation (Scopus)

Abstract

Although the energy footprint of cloud infrastructures is becoming a critical concern, mainstream orchestration platforms such as Kubernetes (K8s) continue to prioritize performance over power efficiency. By default, K8s employs static CPU pinning for latency-sensitive services to ensure predictable performance and prevent resource contention. However, during service idle periods, residual background activities - such as runtime threads and maintenance tasks - occupy the assigned cores, preventing them from entering deep idle states (e.g., C6) and leading to unnecessary power consumption. This paper introduces EC6, a lightweight, idle-aware scheduling policy for K8s that consolidates idle services onto a reserved single CPU core, allowing other cores to transition into deep C-states during service inactivity. Upon resumption of service activity, EC6 transparently restores services to their original CPU cores with minimal latency, ensuring resource allocation constraints (i.e.,, number of CPU cores) are maintained. Experimental evaluations show that EC6 increases per-core C6 residency by up to 30% and reduces idle power consumption by up to 13.6% compared to K8s' default container scheduling policy, without compromising performance. This demonstrates its effectiveness in improving energy proportionality in cloud-native environments while preserving service quality.

Original languageEnglish
Title of host publicationProceedings of the 16th International Conference on Network of the Future, NoF 2025
EditorsDiala Naboulsi, Tim Wauters, Eirini Eleni Tsiropoulou, Jaime Galan Jimenez, Thi-Mai-Trang Nguyen, Stephane Rovedakis
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages200-208
Number of pages9
ISBN (Electronic)9798331585808
DOIs
Publication statusPublished - 2025
Event16th International Conference on Network of the Future, NoF 2025 - Montreal, Canada
Duration: 30 Sept 20253 Oct 2025

Publication series

NameProceedings of the 16th International Conference on Network of the Future, NoF 2025

Conference

Conference16th International Conference on Network of the Future, NoF 2025
Country/TerritoryCanada
CityMontreal
Period30/09/253/10/25

!!!Keywords

  • CPU C-states
  • Cloud-Native Services
  • Energy Efficiency
  • Kubernetes Scheduling

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