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QoS‑Aware Selection of IoT‑Based Service

机译:QoS感知基于IOT的服务选择

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摘要

With the proliferation of a number of IoT-based service providers in the market, it would be difficult to select a suitable IoT service as per the requirement among the vast pool of available services showing similar capabilities. Quality-of-service (QoS) parameters that define a service may be used for doing an appropriate selection. Here we consider IoT as the composition of its three possible components: Things, communication entity and computing entity, and description of an IoT may include QoS parameters for each of these components. We propose a framework that makes use of a multi-criteria decision making (MCDM) as a combination of known approaches under the names Analytic Hierarchy Process (AHP) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) for conducting the selection process where QoS parameters of various component of IoT act as criteria. We demonstrate the effectiveness of the proposed approach along with the sensitivity analysis for showing the robustness of the proposed framework.
机译:随着许多基于物联网的服务提供商在市场上的扩散,难以根据显示相似能力的广大可用服务中的要求选择合适的物联网服务。定义服务的服务质量(QoS)参数可用于进行适当的选择。在这里,我们将IoT视为其三种可能的组件的组成:事物,通信实体和计算实体,并且IoT的描述可以包括每个组件中的每一个的QoS参数。我们提出了一种框架,该框架是利用多标准决策(MCDM)作为在名称分析层次处理(AHP)和用于进行选择过程的理想解决方案(TOPSIS)的顺序偏好的知识偏好中的已知方法的组合其中各种组成部分的QoS参数充当标准。我们展示了所提出的方法的有效性以及显示所提出的框架的鲁棒性的灵敏度分析。

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