Replica maintenance strategy for data grid

Data Grid is an infrastructure that manages huge amount of data files, and provides intensive computational resources across geographically distributed collaboration.Increasing the performance of such system can be achieved by improving the overall resource usage, which includes network and storage...

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Main Authors: Madi, Mohammed K., Yusof, Yuhanis, Mohamad Tahir, Hatim, Mohd Zaini, Khuzairi
Format: Article
Language:English
Published: Universiti Teknikal Malaysia Melaka 2017
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Online Access:http://repo.uum.edu.my/21722/1/JTECE%209%201-2%202017%2047%2051.pdf
http://repo.uum.edu.my/21722/
http://journal.utem.edu.my/index.php/jtec/article/view/1650
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Institution: Universiti Utara Malaysia
Language: English
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spelling my.uum.repo.217222017-04-19T07:51:15Z http://repo.uum.edu.my/21722/ Replica maintenance strategy for data grid Madi, Mohammed K. Yusof, Yuhanis Mohamad Tahir, Hatim Mohd Zaini, Khuzairi QA75 Electronic computers. Computer science Data Grid is an infrastructure that manages huge amount of data files, and provides intensive computational resources across geographically distributed collaboration.Increasing the performance of such system can be achieved by improving the overall resource usage, which includes network and storage resources.Improving network resource usage is achieved by good utilization of network bandwidth that is considered as an important factor affecting job execution time.Meanwhile, improving storage resource usage is achieved by good utilization of storage space usage. Data replication is one of the methods used to improve the performance of data access in distributed systems by replicating multiple copies of data files in the distributed sites.Having distributed the replicas to various locations, they need to be monitored.As a result of dynamic changes in the data grid environment, some of the replicas need to be relocated.In this paper we proposed a maintenance replica placement strategy termed as Unwanted Replica Deletion Strategy (URDS) as a part of Replica maintenance service.The main purpose of the proposed strategy is to find the placement of unwanted replicas to be deleted.OptorSim is used to evaluate the performance of the proposed strategy. The simulation results show that URDS requires less execution time and consumes less network usage and has a best utilization of storage space usage compared to existing approaches. Universiti Teknikal Malaysia Melaka 2017 Article PeerReviewed application/pdf en cc_by http://repo.uum.edu.my/21722/1/JTECE%209%201-2%202017%2047%2051.pdf Madi, Mohammed K. and Yusof, Yuhanis and Mohamad Tahir, Hatim and Mohd Zaini, Khuzairi (2017) Replica maintenance strategy for data grid. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 9 (1-2). pp. 47-51. ISSN 2180-1843 http://journal.utem.edu.my/index.php/jtec/article/view/1650
institution Universiti Utara Malaysia
building UUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Utara Malaysia
content_source UUM Institutionali Repository
url_provider http://repo.uum.edu.my/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Madi, Mohammed K.
Yusof, Yuhanis
Mohamad Tahir, Hatim
Mohd Zaini, Khuzairi
Replica maintenance strategy for data grid
description Data Grid is an infrastructure that manages huge amount of data files, and provides intensive computational resources across geographically distributed collaboration.Increasing the performance of such system can be achieved by improving the overall resource usage, which includes network and storage resources.Improving network resource usage is achieved by good utilization of network bandwidth that is considered as an important factor affecting job execution time.Meanwhile, improving storage resource usage is achieved by good utilization of storage space usage. Data replication is one of the methods used to improve the performance of data access in distributed systems by replicating multiple copies of data files in the distributed sites.Having distributed the replicas to various locations, they need to be monitored.As a result of dynamic changes in the data grid environment, some of the replicas need to be relocated.In this paper we proposed a maintenance replica placement strategy termed as Unwanted Replica Deletion Strategy (URDS) as a part of Replica maintenance service.The main purpose of the proposed strategy is to find the placement of unwanted replicas to be deleted.OptorSim is used to evaluate the performance of the proposed strategy. The simulation results show that URDS requires less execution time and consumes less network usage and has a best utilization of storage space usage compared to existing approaches.
format Article
author Madi, Mohammed K.
Yusof, Yuhanis
Mohamad Tahir, Hatim
Mohd Zaini, Khuzairi
author_facet Madi, Mohammed K.
Yusof, Yuhanis
Mohamad Tahir, Hatim
Mohd Zaini, Khuzairi
author_sort Madi, Mohammed K.
title Replica maintenance strategy for data grid
title_short Replica maintenance strategy for data grid
title_full Replica maintenance strategy for data grid
title_fullStr Replica maintenance strategy for data grid
title_full_unstemmed Replica maintenance strategy for data grid
title_sort replica maintenance strategy for data grid
publisher Universiti Teknikal Malaysia Melaka
publishDate 2017
url http://repo.uum.edu.my/21722/1/JTECE%209%201-2%202017%2047%2051.pdf
http://repo.uum.edu.my/21722/
http://journal.utem.edu.my/index.php/jtec/article/view/1650
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