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January 14, 2026Archives of Computational Methods in Engineering

A Survey of Adaptive Scheduling Techniques, Goals, and Challenges in Kubernetes

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Authors

SKSaid El Kafhali

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Overview

Literature review reveals trends in resource efficiency and cost-effectiveness of scheduling for microservices and batch jobs in Kubernetes, highlighting challenges and gaps.

Key Points

  • To review recent advances in adaptive scheduling techniques within Kubernetes and identify key challenges and trends.
  • Performed a comprehensive literature review on Kubernetes scheduling capabilities.
  • Organized findings by system environments, workload types, and optimization objectives.
  • Identified hybrid strategies and multi-objective trade-offs in scheduling approaches.
  • Highlighted the importance of resource efficiency and cost efficiency in scheduling.
  • Identified challenges related to dynamic adaptability and integration complexity.
  • Described the current state of scheduling for microservices and batch jobs in various environments.

Cite This Study

Said El Kafhali (2026) studied this question.

synapsesocial.com/papers/6966f5183603a7c209c0e2bfhttps://doi.org/10.1007/s11831-026-10497-8
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