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

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 an...

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Main Author:	Loon, Alan Tan Chin
Format:	Thesis
Language:	English
Published:	2016
Subjects:	TK7800-8360 Electronics
Online Access:	http://eprints.usm.my/41311/1/ALAN_TAN_CHIN_LOON_24_Pages.pdf
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id	my-usm-ep.41311
record_format	uketd_dc
spelling	my-usm-ep.413112018-08-14T03:59:47Z Load Balancing Using The Consensus Control Algorithm For A Network Server System 2016 Loon, Alan Tan Chin TK7800-8360 Electronics 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. 2016 Thesis http://eprints.usm.my/41311/ http://eprints.usm.my/41311/1/ALAN_TAN_CHIN_LOON_24_Pages.pdf application/pdf en public masters Universiti Sains Malaysia Pusat Pengajian Kejuruteraan Elektrik dan Elektronik
institution	Universiti Sains Malaysia
collection	USM Institutional Repository
language	English
topic	TK7800-8360 Electronics
spellingShingle	TK7800-8360 Electronics Loon, Alan Tan Chin Load Balancing Using The Consensus Control Algorithm For A Network Server System
description	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.
format	Thesis
qualification_level	Master's degree
author	Loon, Alan Tan Chin
author_facet	Loon, Alan Tan Chin
author_sort	Loon, Alan Tan Chin
title	Load Balancing Using The Consensus Control Algorithm For A Network Server System
title_short	Load Balancing Using The Consensus Control Algorithm For A Network Server System
title_full	Load Balancing Using The Consensus Control Algorithm For A Network Server System
title_fullStr	Load Balancing Using The Consensus Control Algorithm For A Network Server System
title_full_unstemmed	Load Balancing Using The Consensus Control Algorithm For A Network Server System
title_sort	load balancing using the consensus control algorithm for a network server system
granting_institution	Universiti Sains Malaysia
granting_department	Pusat Pengajian Kejuruteraan Elektrik dan Elektronik
publishDate	2016
url	http://eprints.usm.my/41311/1/ALAN_TAN_CHIN_LOON_24_Pages.pdf
_version_	1747820908178833408

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

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