Performance Analysis for Leveraging AI to Reduce Energy Consumption of a Data Center: A Safe Deep Reinforcement Learning and Workload-Aware Framework
Abstract Electricity demand from data centers is rising quickly with the deployment of artificial intelligence (AI), and cooling remains the largest non-IT load, particularly in hot-arid climates. This paper presents a performance analysis of leveraging AI to reduce the energy consumption of a 10 MW AI/cloud data cente...