Fuzzy Based Algorithm for Cloud Resource Management and Task Scheduling

This paper presents a Fuzzy Logic based approach to manage VM status and VM configuration within the cloud environment. The aim of the approach is to serve task requests efficiently with minimal use of resource and power. The proposed technique uses Fuzzy based approach to calculate the VM's status and VMs configurations, depending upon the cloud resource availability and job resource requirements, and then a fuzzy logic based controller is used to control the status and configurations of the VM to serve the intended purpose afterwards. Controlling in this way reduces the active physical resources and the clouds power requirements. The proposed controller is tested for different load conditions against the standard controlling algorithm to validate the concept. The test results obtained show that in terms of QoS, resource management, and power savings, the proposed fuzzy logic controller based technique outperforms standard techniques. Rashmi Singh Lodhi | Dr. R. K. Pateriya "Fuzzy Based Algorithm for Cloud Resource Management and Task Scheduling" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, URL: https://www.ijtsrd.com/papers/ijtsrd26604.pdfPaper URL: https://www.ijtsrd.com/engineering/computer-engineering/26604/fuzzy-based-algorithm-for-cloud-resource-management-and-task-scheduling/rashmi-singh-lodhi