GDCEngine: an end-to-end machine learning engine for green data center control optimization with digital twins

• Main Author: Zhang, Xinyi
• Other Authors: Wen Yonggang
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computer applications; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/156572
• Institution: Nanyang Technological University

The ever-increasing scales and power consumption of data centers (DCs) have brought challenges that aim to minimize energy costs while avoiding operational risk. Current industry practice mainly relies on the data centre infrastructure management (DCIM) system and requires extensive human expertise,...