Reinforcement Learning Approach for Optimizing Cloud Resource Utilization With Load Balancing

Reinforcement Learning Approach for Optimizing Cloud Resource Utilization With Load Balancing

Cloud computing is a technology that enables the delivery of various computing services over the Internet. The Resource Scheduling (RS) and Load Balancing (LB) mechanisms are essential for the cloud to provide consistent results. The submitted tasks by the users are computed on the cloud platform us...

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Bibliographic Details
Main Authors: Prathamesh Vijay Lahande, Parag Ravikant Kaveri, Jatinderkumar R. Saini, Ketan Kotecha, Sultan Alfarhood
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Cloud computing
load balancing
performance
reinforcement learning
resource scheduling
Online Access:https://ieeexplore.ieee.org/document/10305171/

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