Holistic thermal-aware workload management and infrastructure control for heterogeneous data centers using machine learning

Two key contributors to the energy expenditure in data centers are information technology (IT) equipment and cooling infrastructures. The standard practice of data centers lacks a tight correlation between these two entities, resulting in considerable power wastage. Considering the cooling cost of different locations inside a data center (cooling heterogeneity) and various cooling capabilities of servers (server heterogeneity) has significant …