Pricing Cloud Resource Based on Reinforcement Learning in the Competing Environment

Lecture Notes in Computer Science - Cloud Computing – CLOUD 2018 ◽

10.1007/978-3-319-94295-7_11 ◽

2018 ◽

pp. 158-171

Author(s):

Bing Shi ◽

Hangxing Zhu ◽

Han Yuan ◽

Rongjian Shi ◽

Jinwen Wang

Keyword(s):

Reinforcement Learning ◽

Download Full-text

Deep Reinforcement Learning for Intelligent Cloud Resource Management

IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) ◽

10.1109/infocomwkshps51825.2021.9484566 ◽

2021 ◽

Author(s):

Zhi Zhou ◽

Ke Luo ◽

Xu Chen

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Cloud Resource Management ◽

Download Full-text

Cloud Resource Scheduling with Deep Reinforcement Learning and Imitation Learning

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.3025015 ◽

2020 ◽

pp. 1-1

Author(s):

Wenhong Tian ◽

Wenxia Guo ◽

Yufei Ye ◽

Lingxiao Xu ◽

Kui Wu

Keyword(s):

Reinforcement Learning ◽

Resource Scheduling ◽

Imitation Learning ◽

Cloud Resource ◽

Cloud Resource Scheduling

Download Full-text

Research on a cloud resource scheduling strategy based on asynchronous reinforcement learning

2021 IEEE International Conference on Power Electronics, Computer Applications (ICPECA) ◽

10.1109/icpeca51329.2021.9362723 ◽

2021 ◽

Author(s):

Yuejiao Ma ◽

Longbao Yang ◽

Feng Hu

Keyword(s):

Reinforcement Learning ◽

Resource Scheduling ◽

Scheduling Strategy ◽

Cloud Resource ◽

Cloud Resource Scheduling

Download Full-text

Intelligent Cloud Resource Management with Deep Reinforcement Learning

IEEE Cloud Computing ◽

10.1109/mcc.2018.1081063 ◽

2017 ◽

Vol 4 (6) ◽

pp. 60-69 ◽

Author(s):

Yu Zhang ◽

Jianguo Yao ◽

Haibing Guan

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Cloud Resource Management ◽

Download Full-text

Cloud Resource Allocation from the User Perspective: A Bare-Bones Reinforcement Learning Approach

Web Information Systems Engineering – WISE 2016 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-48740-3_34 ◽

2016 ◽

pp. 457-469 ◽

Author(s):

Alexandros Kontarinis ◽

Verena Kantere ◽

Nectarios Koziris

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Learning Approach ◽

User Perspective ◽

Cloud Resource ◽

Download Full-text

Pricing Cloud Resource Based on Multi-Agent Reinforcement Learning in the Competing Environment

2018 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications (ISPA/IUCC/BDCloud/SocialCom/SustainCom) ◽

10.1109/bdcloud.2018.00076 ◽

2018 ◽

Author(s):

Bing Shi ◽

Han Yuan ◽

Rongjian Shi

Keyword(s):

Reinforcement Learning ◽

Cloud Resource ◽

Download Full-text

A cloud resource management framework for multiple online scientific workflows using cooperative reinforcement learning agents

Computer Networks ◽

10.1016/j.comnet.2020.107340 ◽

2020 ◽

Vol 179 ◽

pp. 107340 ◽

Author(s):

Ali Asghari ◽

Mohammad Karim Sohrabi ◽

Farzin Yaghmaee

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Scientific Workflows ◽

Management Framework ◽

Cloud Resource Management ◽

Learning Agents ◽

Download Full-text

A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning

2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS) ◽

10.1109/icdcs.2017.123 ◽

2017 ◽

Author(s):

Ning Liu ◽

Zhe Li ◽

Jielong Xu ◽

Zhiyuan Xu ◽

Sheng Lin ◽

...

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Power Management ◽

Hierarchical Framework ◽

Download Full-text

Supplemental Material for Reconciling Reinforcement Learning Models With Behavioral Extinction and Renewal: Implications for Addiction, Relapse, and Problem Gambling

Psychological Review ◽

10.1037/0033-295x.114.3.784.supp ◽

2007 ◽

Keyword(s):

Reinforcement Learning ◽

Problem Gambling ◽

Learning Models ◽

Behavioral Extinction ◽

Reinforcement Learning Models

Download Full-text

Bayes factors for reinforcement-learning models of the Iowa gambling task.

Decision ◽

10.1037/dec0000040 ◽

2016 ◽

Vol 3 (2) ◽

pp. 115-131 ◽

Author(s):

Helen Steingroever ◽

Ruud Wetzels ◽

Eric-Jan Wagenmakers

Keyword(s):

Reinforcement Learning ◽

Iowa Gambling Task ◽

Bayes Factors ◽

Gambling Task ◽

Learning Models ◽

Reinforcement Learning Models

Download Full-text