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Concurrent Negotiation using Software Agents in Cloud
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 146 - Number 3 |
| Year of Publication: 2016 |
| Authors: A. G. Patane, B. M. Patil |
10.5120/ijca2016910640
|
A. G. Patane, B. M. Patil . Concurrent Negotiation using Software Agents in Cloud. International Journal of Computer Applications. 146, 3 ( Jul 2016), 7-11. DOI=10.5120/ijca2016910640
Abstract
In today’s cloud environment, multiple service providers are available; among these most favorable service should be allocated to consumers as per their requirement. By introducing software agents, consumer and the provider are negotiating with each other to meet the requirement. The exactly favorable market discovered using cloud ontology, which gives the similarities between consumer services and provider services. Based on similarity reasoning, compatibility reasoning and numerical reasoning multiple cloud services are extracted by agents. Agents can negotiate with providers by focused selection of contract based on service capability tables (SCT) of consumer, provider and broker agents. Agents can also supports parallel negotiation between consumer-broker and multiple broker-producers. Concurrent negotiation helps to understand the bargaining position of consumer and regression based coordination will be done at broker side by considering minimum amount of penalty. The result shows that RBC at broker side gives higher performance in terms of utility and approves proposal with minimum penalty fee. It gives best results as compare to traditional utility oriented coordination.
References
- J. Kang and K.M. Sim, “Cloudle: An Agent-Based Cloud Search Engine that Consults a Cloud Ontology,” Proc. Int’l Conf. Cloud Computing and Virtualization, pp. 312-318, May 2010.
- K.M. Sim, “Towards Complex Negotiation for Cloud Economy,” Proc. Int’l Conf. Advances in Grid and Pervasive Computing (GPC ’10), R.S. Chang et al., eds., pp. 395-406, 2010.
- K.M. Sim, “Complex and Concurrent Negotiations for Multiple Interrelated E-Markets,” IEEE Trans. Systems, Man and Cybernetics, Part B, preprint, 2012, doi:10.1109/TSMCB.2012.2204742.
- Octavio Gutierrez-Garcia and K.M. Sim “ Agent –based cloud service compostion”, Springer vol.22, no. 2, March/April 2012.
- L. Youseff, M. Butrico, and D. Da Silva, “Toward a Unified Ontology of Cloud Computing,” Proc. Grid Computing Environments Workshop (GCE ’08), pp. 1-10, 2008.
- Kwang Mong Sim “Agent based cloud computing” IEEE transactions on services computing, vol. 5, no. 4, october-december 2012.
- K. M. Sim ” Relaxed-criteria G-negotiation for Grid Resource Co-allocation (Position Paper)” ACM SIGecom Exchanges, Vol. 6, No. 2, December 2006.
- R.G. Smith, “The Contract Net Protocol: High-Level Communication and Control in a Distributed Problem Solver,” IEEE Trans. Computers, vol. C-29, no. 12, pp. 1104-1113, Dec. 1980.
- J.Octavio Gutierrez-Garcia and K.M. Sim “Agent-based cloud workflow execution”, integrated Comuter-Aided Engineering 19 (2012) 39-36 DOI 10.3233/ICA-2012-0387.
- K.M. Sim and B. Shi, “Concurrent Negotiation and Coordination for Controlling Grid Resource Co-Allocation,” IEEE Trans. Systems, Man and Cybernetics, Part B, vol. 40, no. 2, pp. 753-766, June 2010.
- K. M. Sim, “Towards complex negotiation for cloud economy,” in Proc.5th Int. Conf. Grid Pervasive Comput., vol. 6104, LCNS, pp. 395–406.
- J.O. Gutierrez-Garcia and K.M. Sim, “Agent-Based Service Composition in Cloud Computing,” Proc. 2010 Conf. Grid and Distributed Computing, Dec. 2010.
- R. Buyya et al., “Cloud Computing and Emerging IT Platforms: Vision, Hype, and Reality for Delivering Computing as the 5th Utility,” Future Generation Computer Systems, vol. 25, no. 6, pp. 599- 616, June 2009.
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