Yongyi Ran

Optimizing Data Center Energy Efficiency via Event-Driven Deep Reinforcement Learning

2022 · IEEE Transactions on Services Computing

To reduce the skyrocketing energy consumption of data centers, the prevailing approaches adopt the time-driven manner to control IT and cooling subsystems. These methods suffer from highly dynamic system states, complex action spaces and the …