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Issue title: Soft Computing and Intelligent Systems: Techniques and Applications
Guest editors: Sabu M. Thampi, El-Sayed M. El-Alfy and Ljiljana Trajkovic
Article type: Research Article
Authors: Rajavel, Rajkumara; * | Ravichandran, Sathish Kumara | Nagappan, Partheebanb | Ramasubramanian Gobichettipalayam, Kanagachidambaresanc
Affiliations: [a] Department of CSE, Christ University, Bangalore, Karnataka, India | [b] Department of CSE, Galgotias University, Greater Noida, Uttar Pradesh, India | [c] Department of CSE, Veltech Rangarajan Dr Sagunthala R&D Institute of Science and Technology, Chennai, Tamil Nadu, India
Correspondence: [*] Corresponding author. Rajkumar Rajavel, Department of CSE, Christ University, Bangalore, Karnataka, India. E-mail: rajkumarprt@gmail.com.
Abstract: A major demanding issue is developing a Service Level Agreement (SLA) based negotiation framework in the cloud. To provide personalized service access to consumers, a novel Automated Dynamic SLA Negotiation Framework (ADSLANF) is proposed using a dynamic SLA concept to negotiate on service terms and conditions. The existing frameworks exploit a direct negotiation mechanism where the provider and consumer can directly talk to each other, which may not be applicable in the future due to increasing demand on broker-based models. The proposed ADSLANF will take very less total negotiation time due to complicated negotiation mechanisms using a third-party broker agent. Also, a novel game theory decision system will suggest an optimal solution to the negotiating agent at the time of generating a proposal or counter proposal. This optimal suggestion will make the negotiating party aware of the optimal acceptance range of the proposal and avoid the negotiation break off by quickly reaching an agreement.
Keywords: Service level agreement, broker-based negotiation framework, game theory decision system, E-commerce application
DOI: 10.3233/JIFS-189882
Journal: Journal of Intelligent & Fuzzy Systems, vol. 41, no. 5, pp. 5617-5628, 2021
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