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Intelligent Agents for Automated Cloud Computing Negotiation

Alsrheed, F, El Rhalibi, A, Randles, M and Merabti, M (2014) Intelligent Agents for Automated Cloud Computing Negotiation. In: 2014 International Conference on Multimedia Computing and Systems (ICMCS), 14-16 April 2014, Marrakech.

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Presently, cloud providers offer “off-the-shelf” Service Level Agreements (SLA), on a “take it or leave it” basis. This paper, alternatively, proposes customized SLAs. An automated negotiation is needed to establish customized SLAs between service providers and consumers with no previous knowledge of each other. Traditional negotiations between humans are often fraught with difficulty. Thus, in this work, the use of intelligent agents to represent cloud providers and consumers is advocated. Rubinstein’s Alternating Offers Protocol offers a suitable technical solution for this challenging problem. The purpose of this paper is to apply the state-of-the-art in negotiation automated algorithms/agents within a described Cloud Computing SLA framework, and to evaluate the most appropriate negotiation approach based on many criteria.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Automated Negotiation; Cloud computing; Service Level Agreements (SLA) management; Intelligent agents
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Computer Science & Mathematics
Date Deposited: 05 Feb 2015 14:38
Last Modified: 13 Apr 2022 15:13
DOI or ID number: 10.1109/ICMCS.2014.6911305
Editors: Essaaidi, M and Zaz, Y
URI: https://researchonline.ljmu.ac.uk/id/eprint/330
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