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Energy and Thermal-aware Resource Management of Cloud Data Centres: A Taxonomy and Future Directions (2107.02342v1)
Published 6 Jul 2021 in cs.DC, cs.LG, and cs.NI
Abstract: This paper investigates the existing resource management approaches in Cloud Data Centres for energy and thermal efficiency. It identifies the need for integrated computing and cooling systems management and learning-based solutions in resource management systems. A taxonomy on energy and thermal efficient resource management in data centres is proposed based on an in-depth analysis of the literature. Furthermore, a detailed survey on existing approaches is conducted according to the taxonomy and recent advancements including machine learning-based resource management approaches and cooling management technologies are discussed.