Machine learning regression to boost scheduling performance in hyper-scale cloud-computing data centres

Data centres increase their size and complexity due to the increasing amount of heterogeneous workloads and patterns to be served. Such a mix of various purpose workloads makes the optimisation of resource management systems according to temporal or application-level patterns difficult. Data-centre...

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Bibliographic Details
Main Authors: Damián Fernández-Cerero, José A. Troyano, Agnieszka Jakóbik, Alejandro Fernández-Montes
Format: Article
Language:English
Published: Elsevier 2022-06-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157822001367