Computation Based Load Balancing Algorithm For improving Quality of Service

Vetcha, Satya Venkata Dinesh Kumar (2022) Computation Based Load Balancing Algorithm For improving Quality of Service. Masters thesis, Dublin, National College of Ireland.

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Abstract

As technology is evolving, the usage of IoT devices is increasing gradually in our life. The requests are sent to the cloud computing that arises problems like high latency and bandwidth. So, fog environment is introduced, and it is an extended version of cloud computing. Fog computing usage is also increased, and it also needs to be standardized. The main idea of the fog environment is to provide a better quality of service by utilizing the resources by distributing the load on the fog nodes. To provide a better quality of service and also to distribute the load on fog nodes, we are proposing a computational-based load balancing algorithm. If the fog node meets the load, then it will check the capability of the fog nodes for performance then if the node meets the capacity then it will assign otherwise the tasks are assigned to the next nearest high computational fog node. For the proposed algorithm the iFogSim simulator is used for the simulation and written in a java programming language. The results and experiments are carried out by taking the 6 to 10 virtual machines into consideration and also compared with the existing algorithms. By conducting experiments, I have shown the comparison of proposed and default algorithms.

Item Type:	Thesis (Masters)
Subjects:	Q Science > QA Mathematics > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Electronic computers. Computer science T Technology > T Technology (General) > Information Technology > Cloud computing
Divisions:	School of Computing > Master of Science in Cloud Computing
Depositing User:	Tamara Malone
Date Deposited:	08 Dec 2022 09:13
Last Modified:	08 Dec 2022 09:13
URI:	https://norma.ncirl.ie/id/eprint/5978

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