Ontology-based decentralized resource provisioning in economic grids

Abdul Khalique Shaikh, Aminul Haque, Saadat M. Alhashmi, Rajendran Parthiban

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A system that aggregates distributed and heterogeneous resources to solve computationally complex applications is known as Grid computing. One of the major challenges that current Grid systems are facing is the low resource utilization, resulting from the lack of suitable tools and mechanisms that understand the language of distributed applications. An effective utilization of resources depends on a better resource provisioning mechanism. The selection of resources in a Grid system involves finding and locating resources based on user requirements. Moreover, the performance of a Grid primarily depends on successful resource provisioning through scheduling and allocating resources according to users requirements. In this paper, we present a sub-domain ontology-based resource provisioning mechanism to increase the utilization of resources. We further extend the model to understand the characteristics of Grid entities in an economic system's point of view. We evaluate the significance of using dynamic pricing over static pricing to deal with the dynamic nature of the Grid. The results show improved success probability and system's profit compared to the traditional resource provisioning mechanisms.

Original languageEnglish
Title of host publicationEntrepreneurship Vision 2020
Subtitle of host publicationInnovation, Development Sustainability, and Economic Growth - Proceedings of the 20th International Business Information Management Association Conference, IBIMA 2013
PublisherInternational Business Information Management Association, IBIMA
Pages266-278
Number of pages13
Volume1
ISBN (Print)9780982148990
Publication statusPublished - 2013
Event20th International Business Information Management Association Conference, IBIMA 2013 - Kuala Lumpur, Malaysia
Duration: Mar 25 2013Mar 26 2013

Other

Other20th International Business Information Management Association Conference, IBIMA 2013
CountryMalaysia
CityKuala Lumpur
Period3/25/133/26/13

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Keywords

  • Economic grids
  • Free pastry
  • GridSim
  • Ontology
  • Profit
  • Resource provisioning
  • Semantic

ASJC Scopus subject areas

  • Business and International Management
  • Management Information Systems
  • Management of Technology and Innovation
  • Information Systems and Management

Cite this

Shaikh, A. K., Haque, A., Alhashmi, S. M., & Parthiban, R. (2013). Ontology-based decentralized resource provisioning in economic grids. In Entrepreneurship Vision 2020: Innovation, Development Sustainability, and Economic Growth - Proceedings of the 20th International Business Information Management Association Conference, IBIMA 2013 (Vol. 1, pp. 266-278). International Business Information Management Association, IBIMA.