Intelligent Cloud Resource Management using Deep Reinforcement Learning

点击翻译按钮获取中文摘要

We were able to achieve sufficient results on the following subjects.・ how to utilize the collectec data in offline mode in order to provide more efficient approaches for clud service compositions.・ how to improve the security and privacy of the clud data using novel federated learning techniques.Due to the outbreak of CIVID-19, travel and movement became restricted. This has greatly affected our ability to move especially attending international conferences and society meeting.Based on these, we plan to investigate the application of federated learning in order to secure the privacy of cloud data during exchange among multiple coud ventors and provide autonomous management for coud services.