A data-assisted first-principle approach to modeling server outlet temperature in air free-cooled data centers

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Yingbo Liu, Duc Van Le, Rui Tan

Published: 2022, Last Modified: 11 Nov 2024Future Gener. Comput. Syst. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Predict the server outlet temperature in data centers with low latencies.•Evaluate the proposed model based on data traces from a real data center testbed.•Achieve the prediction accuracy with an average RMSE from 1.21 °C to 1.46 °C.