A semantic impact in decentralized resource discovery mechanism for grid computing environments

Abdul Khalique Shaikh*, Saadat M. Alhashmi, Rajendran Parthiban

*المؤلف المقابل لهذا العمل

نتاج البحث

4 اقتباسات (Scopus)

ملخص

The requirement of semantic technology has been augmented day by day in IT related applications due to various features including interoperability. Effective development and organization of semantic knowledge are essential for maximum throughput in any application. We extend and develop two sub-domain computer resource ontologies and utilize them in a resource discovery process of a Grid computing environment to reduce the job rejection rate. Grid computing aggregates distributed computing resources to execute computationally complex jobs. The selection of resources in a Grid system involves finding and locating resources based on users' requirements. Identifying an appropriate resource selection mechanism for Grid jobs is a major concern because overall performance of a Grid depends on it and it also helps to schedule and allocate resources. We compute semantic similarity threshold values and employ both extended ontolgies in a decentralized resource discovery model of Grid Computing. The simulation is carried out using GridSim and PlanetSim to evaluate the effectiveness of a semantic resource discovery model. The results show improved success probability for complex jobs and reduce communication overheads compared to the non semantic resource discovery model.

اللغة الأصليةEnglish
عنوان منشور المضيفAlgorithms and Architectures for Parallel Processing - 12th International Conference, ICA3PP 2012, Proceedings
الصفحات206-216
عدد الصفحات11
طبعةPART 2
المعرِّفات الرقمية للأشياء
حالة النشرPublished - 2012
منشور خارجيًانعم
الحدث12th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2012 - Fukuoka
المدة: سبتمبر ٤ ٢٠١٢سبتمبر ٧ ٢٠١٢

سلسلة المنشورات

الاسمLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
الرقمPART 2
مستوى الصوت7440 LNCS
رقم المعيار الدولي للدوريات (المطبوع)0302-9743
رقم المعيار الدولي للدوريات (الإلكتروني)1611-3349

Other

Other12th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2012
الدولة/الإقليمJapan
المدينةFukuoka
المدة٩/٤/١٢٩/٧/١٢

ASJC Scopus subject areas

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