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Published · 2024

Container Scheduling with Dynamic Computing Resource for Microservice Deployment in Edge Computing

Jingxi Lu, Wenhao Li, Jianxiong Guo, Xingjian Ding, Zhiqing Tang, Tian Wang

20th International Conference on Mobility, Sensing and Networking (MSN), pp. 236–243

This work jointly optimizes microservice placement and dynamic computing-resource allocation under latency and energy constraints. A GRU-enhanced Soft Actor-Critic policy captures dependencies among scheduling decisions and adapts to changing edge resources.