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Reseach Article

Application of ACO for Resource Discovery in Grid Computing Environment

by S. Nirmala Devi, A. Pethalakshmi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 43 - Number 2
Year of Publication: 2012
Authors: S. Nirmala Devi, A. Pethalakshmi
10.5120/6075-8184

S. Nirmala Devi, A. Pethalakshmi . Application of ACO for Resource Discovery in Grid Computing Environment. International Journal of Computer Applications. 43, 2 ( April 2012), 13-16. DOI=10.5120/6075-8184

@article{ 10.5120/6075-8184,
author = { S. Nirmala Devi, A. Pethalakshmi },
title = { Application of ACO for Resource Discovery in Grid Computing Environment },
journal = { International Journal of Computer Applications },
issue_date = { April 2012 },
volume = { 43 },
number = { 2 },
month = { April },
year = { 2012 },
issn = { 0975-8887 },
pages = { 13-16 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume43/number2/6075-8184/ },
doi = { 10.5120/6075-8184 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:32:19.653784+05:30
%A S. Nirmala Devi
%A A. Pethalakshmi
%T Application of ACO for Resource Discovery in Grid Computing Environment
%J International Journal of Computer Applications
%@ 0975-8887
%V 43
%N 2
%P 13-16
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Efficient utilization of resources is the key factor for any environment. The grid environment is also more dynamic, it facilitates the movement of resources in and out of the environment flexibly. Hence maintenance of centralized registries is not sufficient for this demanding environment. Here, we propose a new approach for resource discovery which employs the Ant Colony Optimization (ACO) technique for resource discovery it also includes the routing information and enhances the resource discovery process.

References
  1. Deniz Cokuslu, Abdelkader Hameurlain, KAyhan Erciyes, " Grid Resource discovery based on centralized and hierarchical architecture", International journal for Infonomics. Volume 3, Issue 1, March 2010.
  2. Rajiv Ranjan, Lipo Chan, Aaron Harwood, Shanika Karunasekera, Rajkumar Buyya, "Decentralized Resource Discovery service for Large scale federated database".
  3. Er. K. S. Dhindsa, Er. Naveen Dogra, Er. Mohit Kumar, "Resource Discovery in grid environment using ontology based approach", proceedings of 2nd national conference on challenges and opportunities in information technology, RMIT – IET March29th 2008 pp. 100 to 103
  4. Rajiv Ranjan, Aaron Harwood, Rajkumar Buyya, "A study on peer-to-peer based discovery of grid resource information"
  5. Roddrigo Fernandes demello, Luciano Jos 'e Senger, Laurence Tianro Yang, " A Routing Load Balancing Policy for Grid Computing Environments", Proceedings of 20th international Conference on Advances information networking and Applications(AINA'06)
  6. Agostino Forestiero, Carlo Mastroianni and Giandomenico Spezzano, " An Agent based Semi-informed protocol for resource discovery in grids", ICCS 2006, part IV, LNCS 3994, pp. 1047 – 1054, 2006
  7. Bhupinder Singh and Seema Bawa, " Grid Resource Discovery using Natural Mobile Agents", International journal of computer science and network security", Vol. 8. No. 11. November 2008
  8. T. Srinivasan, J. B. Siddharth Jonathan, Jayesh Seshadri and Arvind Chandrasekhar, "A Swarm Intelligence based Task Allocation Algorithm (SITA) for the computational Grid". Joshy Joseph, Craig Fellenstein, "Grid Compting", IBM Press.
  9. Jia Yu, Srikumar Venugopal and Rajkumar Buyya, "Grid Market Directory: A Web Services based Grid Service Publication Directory" [online] http://arxiv. org/ftp/cs/papers/0302/0302006. pdf
  10. David Oppenheimer, Jeannie Albrecht, David Patterson and Amin Vahdat, "Design and implementation tradeoffs for wide – area resource discovery", [online] http://sword. cs. williams. edu/pubs/hpdc05. pdf
  11. Agostino Forestiero, Carlo MAstroianni and Giandomenico Spezzano, "An Agent Based Semiinformed protocol for resource discovery grids", ICCS 2006, LNCS 3994 pp. 1047 – 1054, 2006.
  12. Ying Liu, Shengrong Wang, "Grid Resource Discovery Mechanism based on OSPF routing protocol". Control and Design Conference, 2008
  13. Zenggang Xiong, Xuemin Zhang and Li Liu, "Resource Management Model and Resource discovery algorithm for P2P Grid", Journal of Networks. Vol 6, No. 8, August 2011, pp. 1187 – 1194
  14. Abdelkader Hamemeurtain, Deniz Cokuslu, " Resource Discovery in Grid Systems: A Survey" Int. j. Metadata, Semantics and ontologies, Vol 5, No. 3, 2010.
  15. C. S. R. Prabhu "Grid and Cluster Computing", PHI Learning Pvt. Ltd, 2010 pp. 31 – 32.
  16. Martin Feller, Ian Foster and Stuart Martin, " GT4 GRAM: A Functionality and Performance Study", TeraGrid 2007 Conference, Madison.
  17. Ian Foster, "Globus Toolkit Version 4: Software for Service – Orinted Architecture". International Conference on Network and Parallel Computing, 2005, pp2-13.
  18. Rajkumar Buyya, Steve Chapin and David DiNucci, "Architectural Models for Resource Management in the Grid"[online]
  19. Michael J. Lewis, Adam J. Ferrari, Marty A. Humprey, John F. Karpovich, Mark M. Morgan, Anand NAtrajan, Anh Nguyen – Tuong, Glenn S. Wasson and Andrew S. Grimshaw, "Support for Extensibility and Site Autonomy in the Legion Grid System Object Model".
  20. Anand Natrajen, Marty A. Humphrey and Andrew S. Grimshaw, "Grid Resource Management in Legion".
  21. http://www. cs. virginia. edu/~grimshaw/publications/GSRM03. pdf
  22. Chaithanya Kandagatla, "Survey and Taxonomy of Grid Resource Management Systems". [online]
  23. http://www. cs. utexas. edu/~browne/cs395f2003/projects/KandagatlaReport. pdf Vittorio Maniezzo, Luca Maria Gambardella and Fabio de Luigi, "Ant Colony Optimization". [online]
  24. RajKumar Buyya and Manzur Murshed, "GriSim: a toolkit for the modeling and simulation of distributed resource management and scheduling for grid computing", Concurrency and Computation: Paractice and Experience, Concurrency Computation: pract. Exper. 2002 pp/1175 – 1220
Index Terms

Computer Science
Information Sciences

Keywords

Grid Computing Resource Discovery Swarm Intelligence Ant Colony Optimization Routing Table