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Intelligent Agents for Automated Cloud Computing Negotiation

机译:自动化云计算协商的智能代理

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摘要

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.
机译:当前,云提供商在“接受或离开”基础上提供“现成的”服务水平协议(SLA)。或者,本文提出了定制的SLA。需要自动协商才能在服务提供商和消费者之间建立相互之间没有先验知识的定制SLA。人与人之间的传统谈判常常充满困难。因此,在这项工作中,提倡使用智能代理来代表云提供商和消费者。鲁宾斯坦(Rubinstein)的“替代报价协议”为这一具有挑战性的问题提供了合适的技术解决方案。本文的目的是将最新技术应用于所描述的Cloud Computing SLA框架内的协商自动算法/代理,并根据许多标准评估最合适的协商方法。

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