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...
| Main Authors: | , , , , , |
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| Format: | Proceeding Paper |
| Language: | English English |
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Institute of Electrical and Electronics Engineers, Inc.
2016
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| Online Access: | 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 |
| _version_ | 1848783759571156992 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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.
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| first_indexed | 2025-11-14T16:26:28Z |
| format | Proceeding Paper |
| id | iium-50963 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:26:28Z |
| publishDate | 2016 |
| publisher | Institute of Electrical and Electronics Engineers, Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 Proceeding Paper 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 |
| 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 |
| title | 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_short | Adaptive load balancing algorithm for wireless distributed computing networks |
| title_sort | adaptive load balancing algorithm for wireless distributed computing networks |
| topic | TK5101 Telecommunication. Including telegraphy, radio, radar, television |
| 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 |