Call for Paper - March 2023 Edition
IJCA solicits original research papers for the March 2023 Edition. Last date of manuscript submission is February 20, 2023. Read More

Improved Grid Service Discovery with Rough sets

IJCA Proceedings on National Conference on Recent Trends in Computing
© 2012 by IJCA Journal
NCRTC - Number 5
Year of Publication: 2012
S. S. Howal
G. A. Patil

S S Howal and G A Patil. Article: Improved Grid Service Discovery with Rough sets. IJCA Proceedings on National Conference on Recent Trends in Computing NCRTC(5):5-7, May 2012. Full text available. BibTeX

	author = {S. S. Howal and G. A. Patil},
	title = {Article: Improved Grid Service Discovery with Rough sets},
	journal = {IJCA Proceedings on National Conference on Recent Trends in Computing},
	year = {2012},
	volume = {NCRTC},
	number = {5},
	pages = {5-7},
	month = {May},
	note = {Full text available}


In this paper our basic aim is to present the improved mechanism for the grid service discovery using rough sets with parallel execution of servers. ROSSE is a search engine for grid service discovery. Building on Rough sets theory, ROSSE is novel in its capability to deal with uncertainty of service properties when matching services. This is achieved by dynamically identifying and reducing dependent properties that may be uncertain properties when matching a service query. In this way, ROSSE increases the accuracy in service discovery. Finally, ROSSE is evaluated from the aspects of accuracy and efficiency in discovery of computing services. Improvement in ROSSE model is enhanced by providing the parallel execution of resource requests in order to enhance the Service Discovery.


  • F. Curbera, M. Duftler, R. Khalaf, W. Nagy, N. Mukhi, and S. Weerawarana, "Unraveling the Web Services: An Introduction to SOAP, WSDL, and UDDI " IEEE Internet Computing, vol. 6, no. 2,pp. 86-93, 2002.
  • Yuan-Shun Dai,Yi Pan and Xukai Zou "A Hierarchical Modeling and Analysis for Grid Service Reliability", IEEE transactions on Computers, Vol. 56, No. 5, pp. 681-691, 2007.
  • Maozhen Li, Bin Yu, Omer Rana, and Zidong Wang," Grid Service Discovery with Rough Sets", IEEE Transaction on Knowledge and Data Engineering,vol. 20,No. 6 pp. 851-862,2008.
  • Pawlak, Z, "Rough Sets", International Journal of Computer and Information Sciences, YRO. 11, QR. 1, SS. 341–356, 1982
  • Jon Komorowski, Lech Polkowski, and Andrezej Skowron "Rough sets: A Tutorial".
  • V. Tsetsos, C. Anagnostopoulos, and S. Hadjiefthymiades, "On the Evaluation of Semantic Web Service Matchmaking Systems", Proc. Fourth IEEE European Conf. Web Services (ECOWS '06), pp. 255-264, Dec. 2006.
  • URL "http://www. ogf. org".
  • M. Paolucci, T. Kawamura, T. Payne and K. Sycara, "Semantic Matching of Web Service Capabilities", Proc. First Int'l Semantic Web Conf. (ISWC '02), pp. 333-347, June 2002.