Uncertainty Aware Resource Provisioning Framework for Cloud Using Expected 3-SARSA Learning Agent: NSS and FNSS Based Approach

Uncertainty Aware Resource Provisioning Framework for Cloud Using Expected 3-SARSA Learning Agent: NSS and FNSS Based Approach

Efficiently provisioning the resources in a large computing domain like cloud is challenging due to uncertainty in resource demands and computation ability of the cloud resources. Inefficient provisioning of the resources leads to several issues in terms of the drop in Quality of Service (QoS), viol...

Full description

Bibliographic Details
Main Authors: Bhargavi K., Sathish Babu B.
Format: Article
Language:English
Published: Sciendo 2019-09-01
Series:Cybernetics and Information Technologies
Subjects:
sarsa (state-action reward-state-action)
resource provisioning
uncertainty
soft-set
elasticity
throughput
learning rate
Online Access:https://doi.org/10.2478/cait-2019-0028

Internet

https://doi.org/10.2478/cait-2019-0028

Similar Items