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A real-world inspired multi-strategy based negotiating system for cloud service market
Journal of Cloud Computing ( IF 3.418 ) Pub Date : 2018-09-20 , DOI: 10.1186/s13677-018-0116-5
Sepideh Adabi , Mozhgan Mosadeghi , Samaneh Yazdani

Designing negotiator agents who adopt real-world inspired negotiation strategies in front of different types of negotiation scenario increases the chance of having better utility and success rate in negotiation-based cloud resource allocation. To realize real-world inspired multi-strategy based negotiating system for cloud marketplace, three following issues are focused in this paper: 1) Designing a new negotiation_strategy_basket with the aim of approaching the strategies of the real-world negotiation markets, 2) Modeling the critical condition of the cloud trading market, and 3) Adopting a new fuzzy decision system (i.e., Fuzzy Negotiation Strategy Selection System (FNSSDS)) for conducting negotiator agents of type resource providers and resource customers in how to select a suitable negotiation strategy from negotiation_strategy_basket according to the critical condition of the cloud trading market. We perform extensive simulation experiments to compare the performance of the proposed negotiator agents with the well known negotiator agents in name MDA (Market Driven Agent). The results show that the proposed negotiation agents outperform the MDAs.

中文翻译:

面向云服务市场的基于现实世界的多策略谈判系统

设计在不同类型的谈判场景之前采用现实世界启发式谈判策略的谈判代表,可以增加在基于谈判的云资源分配中具有更好的效用和成功率的机会。为了实现基于现实世界的,基于多策略的云市场谈判系统,本文重点关注以下三个问题:1)设计一个新的negotiation_strategy_basket,旨在逼近现实世界的谈判市场策略,2)建模云交易市场的关键条件,以及3)采用新的模糊决策系统(即,模糊协商策略选择系统(FNSSDS),用于指导类型资源提供者和资源客户的谈判代理,以根据云交易市场的关键条件如何从negotiation_strategy_basket中选择合适的谈判策略。我们进行了广泛的模拟实验,以将提议的谈判代理与以MDA(市场驱动代理)为名的著名谈判代理的性能进行比较。结果表明,拟议的谈判代理胜过MDA。
更新日期:2020-04-16
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