Predicting Container-Level Power Consumption in Data Centers using Machine Learning Approaches

Predicting Container-Level Power Consumption in Data Centers using Machine Learning Approaches

Due to the ongoing climate crisis, reducing waste and carbon emissions has become hot topic in many fields of study. Cloud data centers contribute a large portion to the world’s energy consumption. In this work, methodologies are developed using machine learning algorithms to improve prediction of t...

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Bibliographic Details
Main Author: Bergström, Rasmus
Format: Others
Language:English
Published: Luleå tekniska universitet, Institutionen för system- och rymdteknik 2020
Subjects:
Cloud
Data Center
Prediction
Machine Learning
Climate Change
Environment
Computer Systems
Datorsystem
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-79416

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-79416

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