Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning

Author:

Li YuanlongORCID,Wen YonggangORCID,Tao DachengORCID,Guan Kyle

Funder

Green Data Centre Research Project

Singapore Infocomm and Media Development Authority

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Human-Computer Interaction,Information Systems,Control and Systems Engineering,Software

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1. Temperature prediction and scheduling of data center based on segmented neural network;Journal of Intelligent & Fuzzy Systems;2024-01-31

2. A multi-setpoint cooling control approach for air-cooled data centers using the deep Q-network algorithm;Measurement and Control;2024-01-31

3. FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks;Annual Computer Security Applications Conference;2023-12-04

4. SafeCool: Safe and Energy-Efficient Cooling Management in Data Centers With Model-Based Reinforcement Learning;IEEE Transactions on Emerging Topics in Computational Intelligence;2023-12

5. Design and Modeling of LLC-TLVR Converter with Low-Voltage, High-current Output Capability;2023 IEEE 2nd International Power Electronics and Application Symposium (PEAS);2023-11-10

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