Physics-informed machine learning for green data center operations

• Main Author: Wang, Ruihang
• Other Authors: Tan Rui
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/172421
• Institution: Nanyang Technological University

The data center (DC) industry is rapidly growing in recent years to meet the ever-increasing cloud computing and storage demands. The dramatically increasing DC scale brings substantial challenges for DC operations that aim to maintain business continuity and reduce operating costs. Current DCs are...