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Cost-Effective Mapping between Wireless Body Area Networks and Cloud Service Providers Based on Multi-Stage Bargaining

机译:基于多阶段议价的无线车身局域网与云服务提供商之间的经济有效映射

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This paper presents a bargaining-based resource allocation and price agreement in an environment of cloud-assisted Wireless Body Area Networks (WBANs). The challenge is to finalize a price agreement between the Cloud Service Providers (CSPs) and the WBANs, followed by a cost-effective mapping among them. Existing solutions primarily focus on profits of the CSPs, while guaranteeing different user satisfaction levels. Such pricing schemes are bias prone, as quantifying user satisfaction is fuzzy in nature and hard to implement. Moreover, such an traditional approach may lead to an unregulated market, where few service providers enjoy the monopoly/oligopoly situation. However, in this work, we try to remove such biasness from the pricing agreements, and envision this challenge from a comparatively fair point of view. In order to do so, we use the concept of bargaining, an interesting approach involving cooperative game theory. We introduce an exposition - multi-stage Nash bargaining solution (MUST-NBS), that unfolds into multiple stages of bargaining, as the name suggests, until we conclude price agreement between the CSPs and the WBANs. In addition, the proposed approach also consummates the final mapping between the CSPs and the WBANs, depending on the cost-effectiveness of the WBANs. Analysis of the proposed algorithms and the inferences of the results validates the usefulness of the proposed mapping technique.
机译:本文提出了在云辅助无线体域网(WBAN)环境中基于议价的资源分配和价格协议。挑战在于最终确定云服务提供商(CSP)与WBAN之间的价格协议,然后在它们之间进行具有成本效益的映射。现有解决方案主要关注CSP的利润,同时保证不同的用户满意度。此类定价方案容易产生偏差,因为量化用户满意度本质上是模糊的并且难以实施。而且,这种传统方法可能导致市场不受监管,在该市场中,很少有服务提供商享有垄断/寡头垄断的局面。但是,在这项工作中,我们试图消除定价协议中的这种偏见,并从相对公平的角度预见这一挑战。为此,我们使用讨价还价的概念,这是一种涉及合作博弈理论的有趣方法。我们引入了一个博览会-多阶段纳什议价解决方案(MUST-NBS),顾名思义,该解决方案可展开为多个阶段的议价,直到我们达成CSP与WBAN之间的价格协议为止。此外,根据WBAN的成本效益,建议的方法还完善了CSP和WBAN之间的最终映射。对所提出算法的分析和结果推论证明了所提出的映射技术的有效性。

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