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Wireless Body Sensor Networks with Cloud Computing Capability for Pervasive Healthcare: Research Directions and Possible Solutions

机译:具有普适医疗保健云计算能力的无线人体传感器网络:研究方向和可能的解决方案

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In pervasive healthcare services, the efficient management of the large number of monitored data from various wireless body sensor networks (WBSNs) in terms of processing, storing and analysis is an important problem. Now, cloud computing is becoming a promising technology to provide a flexible stack of massive computing, storage and software services in a scalable and virtualized manner at low cost. In this article, we try to investigate and overcome these issues associated with WBSN-cloud integration (abbr. bCloud) platform. For this purpose, we design a novel system architecture for the general bCloud platform, and then propose the methodologies for quality of service (QoS) improvement, including three directions: reliable and energy efficient routing protocols for WBSNs, effective QoS-aware novel resource allocation model for the bCloud platform, and efficient data mining for extracting behavioral regularity from WBSN data. The proposed methodologies to design bCloud platform will facilitate the better pervasive healthcare.
机译:在普遍的医疗保健服务中,就处理,存储和分析而言,有效管理来自各种无线人体传感器网络(WBSN)的大量监视数据是一个重要的问题。现在,云计算正在成为一种有前途的技术,以低成本以可扩展和虚拟化的方式提供灵活的海量计算,存储和软件服务堆栈。在本文中,我们尝试调查和克服与WBSN-cloud集成(abb。bCloud)平台相关的这些问题。为此,我们为通用的bCloud平台设计了一种新颖的系统架构,然后提出了提高服务质量(QoS)的方法,包括三个方向:WBSN的可靠且节能的路由协议,有效的QoS感知的新颖资源分配bCloud平台的模型,以及有效的数据挖掘以从WBSN数据中提取行为规律性。提出的设计bCloud平台的方法将有助于更好地普及医疗保健。

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