most citedAutonomous Resource Management in Microservice Systems via Reinforcement Learning

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Autonomous Resource Management in Microservice Systems via Reinforcement Learning

Yujun Zou, Nia Qi, Yingnan Deng +3

This paper proposes a reinforcement learning-based method for microservice resource scheduling and optimization, aiming to address issues such as uneven resource allocation, high l…

cs.DC2025

Intelligent Task Scheduling for Microservices via A3C-Based Reinforcement Learning

Yang Wang, Tengda Tang, Zhou Fang +2

To address the challenges of high resource dynamism and intensive task concurrency in microservice systems, this paper proposes an adaptive resource scheduling method based on the…