Load Balancing Using The Consensus Control Algorithm For A Network Server System

Loon, Alan Tan Chin (2016) Load Balancing Using The Consensus Control Algorithm For A Network Server System. Masters thesis, Universiti Sains Malaysia.

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Abstract

An internet datacenter is an apt example of a distributed network with dynamic loads, and a load balancing algorithm is needed in a datacenter to manage and distribute the loading to all server nodes appropriately. The implementation of a load balancer brings benefits to both the datacenter owner and Cloud users as it prolongs the lifespan of servers and improve the quality of service. An average consensus algorithm using PID control is proposed for the implementation in a network of server nodes and the result is compared to an existing model. The proposed algorithm is simulated with different number of nodes and edges. Furthermore, the designed load balancer is subjected to different graph topologies to test its adaptability. The performance results are found to be better than the existing model using PI.

Item Type: Thesis (Masters)
Additional Information: Accession No: 875005964
Subjects: T Technology > TK Electrical Engineering. Electronics. Nuclear Engineering > TK7800-8360 Electronics
Divisions: Kampus Kejuruteraan (Engineering Campus) > Pusat Pengajian Kejuruteraaan Elektrik & Elektronik (School of Electrical & Electronic Engineering) > Thesis
Depositing User: Mr Mohd Fadli Abd Rahman
Date Deposited: 14 Aug 2018 03:59
Last Modified: 14 Aug 2018 03:59
URI: http://eprints.usm.my/id/eprint/41311

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