Distributed Online Service Coordination Using Deep Reinforcement Learning
2021 IEEE 41st International Conference on Distributed Computing Systems (ICDCS)(2021)
摘要
Services often consist of multiple chained components such as microservices in a service mesh, or machine learning functions in a pipeline. Providing these services requires online coordination including scaling the service, placing instance of all components in the network, scheduling traffic to these instances, and routing traffic through the network. Optimized service coordination is still a ha...
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关键词
Training,Knowledge engineering,Network topology,Pipelines,Reinforcement learning,Quality of service,Manuals
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