Joint IT-facility optimization for green data centers via deep reinforcement learning

• Main Authors: Zhou, Xin, Wang, Ruihang, Wen, Yonggang, Tan, Rui
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering::Computer applications::Computer-aided engineering; Data Center; Energy Efficiency
• Online Access: https://hdl.handle.net/10356/158611
• Institution: Nanyang Technological University

The data center market grows rapidly with the increase of data and its corresponding applications (e.g., machine learning, cloud storage, Internet of Things, and so on). The growth is boosted recently due to the shift of activities online during the COVID-19 pandemic. Reducing the energy consumption...