Adaptive load balancing algorithm for wireless distributed computing networks

The concept of wireless distributed computing (WDC), proposed recently, is used to distribute and allocate computational tasks wirelessly. Despite various benefits of WDC, such as distributing the workload efficiently among cooperating nodes, WDC concept is facing enormous challenges. Proposing an e...

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Main Authors:	Alfaqawi, Mohammed, Habaebi, Mohamed Hadi, Siddiqi, Mohammad Umar, Islam, Md. Rafiqul, Khan, Sheroz, Datla, Dinesh
Format:	Conference or Workshop Item
Language:	English English
Published:	Institute of Electrical and Electronics Engineers, Inc. 2016
Subjects:	TK5101 Telecommunication. Including telegraphy, radio, radar, television
Online Access:	http://irep.iium.edu.my/50963/ http://irep.iium.edu.my/50963/ http://irep.iium.edu.my/50963/ http://irep.iium.edu.my/50963/1/50963_Adaptive_Load_Balancing_Algorithm.pdf http://irep.iium.edu.my/50963/2/50963_Adaptive_Load_Balancing_Algorithm_SCOPUS.pdf

id	iium-50963
recordtype	eprints
spelling	iium-509632017-08-18T02:00:46Z http://irep.iium.edu.my/50963/ Adaptive load balancing algorithm for wireless distributed computing networks Alfaqawi, Mohammed Habaebi, Mohamed Hadi Siddiqi, Mohammad Umar Islam, Md. Rafiqul Khan, Sheroz Datla, Dinesh TK5101 Telecommunication. Including telegraphy, radio, radar, television The concept of wireless distributed computing (WDC), proposed recently, is used to distribute and allocate computational tasks wirelessly. Despite various benefits of WDC, such as distributing the workload efficiently among cooperating nodes, WDC concept is facing enormous challenges. Proposing an efficient task allocation algorithm is one of the key challenges in WDC network. The work reported here proposes a novel task allocation algorithm called as adaptive load balancing (ALB). The ALB algorithm nominates the cooperating nodes in WDC network adaptively based on the channel conditions among the cooperating nodes. Then, it balances the workload amongst the cooperating nodes based on the available energy in each node. Herein, the validity of the proposed novel ALB algorithm is proved first. Then, ALB algorithm is applied to an application in cognitive radio network (CRN). Furthermore, the channel impact on the distributed tasks by ALB algorithm, in WDC-CRN, is investigated and benchmarked. Accordingly, the probability of detection results in case of applying the novel ALB algorithm is found to be enhanced. Institute of Electrical and Electronics Engineers, Inc. 2016-01-15 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/50963/1/50963_Adaptive_Load_Balancing_Algorithm.pdf application/pdf en http://irep.iium.edu.my/50963/2/50963_Adaptive_Load_Balancing_Algorithm_SCOPUS.pdf Alfaqawi, Mohammed and Habaebi, Mohamed Hadi and Siddiqi, Mohammad Umar and Islam, Md. Rafiqul and Khan, Sheroz and Datla, Dinesh (2016) Adaptive load balancing algorithm for wireless distributed computing networks. In: 2016 International Conference on Intelligent Systems Engineering (ICISE) , 15th-17th Jan. 2016, Islamabad, Pakistan. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7475130&filter%3DAND%28p_IS_Number%3A7475106%29 10.1109/INTELSE.2016.7475130
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English
topic	TK5101 Telecommunication. Including telegraphy, radio, radar, television
spellingShingle	TK5101 Telecommunication. Including telegraphy, radio, radar, television Alfaqawi, Mohammed Habaebi, Mohamed Hadi Siddiqi, Mohammad Umar Islam, Md. Rafiqul Khan, Sheroz Datla, Dinesh Adaptive load balancing algorithm for wireless distributed computing networks
description	The concept of wireless distributed computing (WDC), proposed recently, is used to distribute and allocate computational tasks wirelessly. Despite various benefits of WDC, such as distributing the workload efficiently among cooperating nodes, WDC concept is facing enormous challenges. Proposing an efficient task allocation algorithm is one of the key challenges in WDC network. The work reported here proposes a novel task allocation algorithm called as adaptive load balancing (ALB). The ALB algorithm nominates the cooperating nodes in WDC network adaptively based on the channel conditions among the cooperating nodes. Then, it balances the workload amongst the cooperating nodes based on the available energy in each node. Herein, the validity of the proposed novel ALB algorithm is proved first. Then, ALB algorithm is applied to an application in cognitive radio network (CRN). Furthermore, the channel impact on the distributed tasks by ALB algorithm, in WDC-CRN, is investigated and benchmarked. Accordingly, the probability of detection results in case of applying the novel ALB algorithm is found to be enhanced.
format	Conference or Workshop Item
author	Alfaqawi, Mohammed Habaebi, Mohamed Hadi Siddiqi, Mohammad Umar Islam, Md. Rafiqul Khan, Sheroz Datla, Dinesh
author_facet	Alfaqawi, Mohammed Habaebi, Mohamed Hadi Siddiqi, Mohammad Umar Islam, Md. Rafiqul Khan, Sheroz Datla, Dinesh
author_sort	Alfaqawi, Mohammed
title	Adaptive load balancing algorithm for wireless distributed computing networks
title_short	Adaptive load balancing algorithm for wireless distributed computing networks
title_full	Adaptive load balancing algorithm for wireless distributed computing networks
title_fullStr	Adaptive load balancing algorithm for wireless distributed computing networks
title_full_unstemmed	Adaptive load balancing algorithm for wireless distributed computing networks
title_sort	adaptive load balancing algorithm for wireless distributed computing networks
publisher	Institute of Electrical and Electronics Engineers, Inc.
publishDate	2016
url	http://irep.iium.edu.my/50963/ http://irep.iium.edu.my/50963/ http://irep.iium.edu.my/50963/ http://irep.iium.edu.my/50963/1/50963_Adaptive_Load_Balancing_Algorithm.pdf http://irep.iium.edu.my/50963/2/50963_Adaptive_Load_Balancing_Algorithm_SCOPUS.pdf
first_indexed	2023-09-18T21:12:08Z
last_indexed	2023-09-18T21:12:08Z
_version_	1777411322739163136

Adaptive load balancing algorithm for wireless distributed computing networks

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