Machine Learning for Data Center Optimizations: Feature Selection Using Shapley Additive exPlanation (SHAP)

Machine Learning for Data Center Optimizations: Feature Selection Using Shapley Additive exPlanation (SHAP)

The need for artificial intelligence (AI) and machine learning (ML) models to optimize data center (DC) operations increases as the volume of operations management data upsurges tremendously. These strategies can assist operators in better understanding their DC operations and help them make informe...

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Bibliographic Details
Main Authors: Yibrah Gebreyesus, Damian Dalton, Sebastian Nixon, Davide De Chiara, Marta Chinnici
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Future Internet
Subjects:
data center
artificial intelligence
machine learning
feature selection
SHAP
game theory
Online Access:https://www.mdpi.com/1999-5903/15/3/88

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https://www.mdpi.com/1999-5903/15/3/88

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