ItemArticle

Cloud service negotiation framework for real-time E-commerce application using game theory decision system

Title
Cloud service negotiation framework for real-time E-commerce application using game theory decision system
Creator
Rajavel R.; Ravichandran S.K.; Nagappan P.; Ramasubramanian Gobichettipalayam K.
Description
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. 2021 - IOS Press. All rights reserved.
Source
Journal of Intelligent and Fuzzy Systems, Vol-41, No. 5, pp. 5617-5628.
Date
2021-01-01
Publisher
IOS Press BV
Subject
broker-based negotiation framework; E-commerce application; game theory decision system; Service level agreement
Coverage
Rajavel R., Department of CSE, Christ University, Karnataka, Bangalore, India; Ravichandran S.K., Department of CSE, Christ University, Karnataka, Bangalore, India; Nagappan P., Department of CSE, Galgotias University, Uttar Pradesh, Greater Noida, India; Ramasubramanian Gobichettipalayam K., Department of CSE, Veltech Rangarajan Dr Sagunthala RD Institute of Science and Technology, Tamil Nadu, Chennai, India
Rights
Restricted Access
Relation
ISSN: 10641246
Format
Online
Language
English
Type
Article

Collection

Articles

Citation

Rajavel R.; Ravichandran S.K.; Nagappan P.; Ramasubramanian Gobichettipalayam K., “Cloud service negotiation framework for real-time E-commerce application using game theory decision system,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 25, 2025, https://archives.christuniversity.in/items/show/16046.

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