Cloud Resource Scheduling With Deep Reinforcement Learning and Imitation Learning
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DOI: 10.1109/jiot.2020.3025015
Abstract: The cloud resource management belongs to the category of combinatorial optimization problems, most of which have been proven to be NP-hard. In recent years, reinforcement learning (RL), as a special paradigm of machine learning, has… read more here.
Keywords: reinforcement learning; resource; deeprm; imitation learning ... See more keywords
Learning-Driven Cloud Resource Provision Policy for Content Providers With Competitor
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DOI: 10.1109/tcc.2020.3020616
Abstract: The cloud resource provision policy of a content provider in the presence of competitors on globally distributed cloud platforms plays a significant role in maximizing its profit. However, developing an optimal resource provision policy is… read more here.
Keywords: provision policy; resource; resource provision; policy ... See more keywords
Community Environmental Detection and Community Outdoor Space Health Promotion Based on Cloud Resource Scheduling Mechanism
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DOI: 10.1155/2022/4454447
Abstract: In the context of rapid economic growth, people's living standards are improving day by day, and China's urbanization process is also gradually accelerating. Urban renewal is a very complex project. The renewal and expansion of… read more here.
Keywords: health; outdoor space; community outdoor; community ... See more keywords
Cloud resource orchestration in the multi-cloud landscape: a systematic review of existing frameworks
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Cloud Computing"
DOI: 10.1186/s13677-020-00194-7
Abstract: The number of both service providers operating in the cloud market and customers consuming cloud-based services is constantly increasing, proving that the cloud computing paradigm has successfully delivered its potential. Nevertheless, the unceasing growth of… read more here.
Keywords: cloud landscape; cloud; resource orchestration; cloud resource ... See more keywords