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Towards Large-Scale Data Analysis: Challenges in the Design of Portable Systems and Use of Cloud Computing

机译:走向大规模数据分析:便携式系统设计的挑战和云计算的使用

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Portable systems and global communications open a broad spectrum for new health applications. In the framework of electrophysiological applications, several challenges are faced when developing portable systems embedded in Cloud computing services. In order to facilitate new developers in this area based on our experience, five areas of interest are presented in this paper where strategies can be applied for improving the performance of portable systems: transducer and conditioning, processing, wireless communications, battery and power management. Likewise, for Cloud services, scalability, portability, privacy and security guidelines have been highlighted.
机译:便携式系统和全球通信开辟了新的健康应用的广泛频谱。在电生理应用框架中,在开发嵌入在云计算服务中的便携式系统时,会面临几项挑战。为了促进该领域的新开发人员根据我们的经验,本文提出了五个兴趣领域,其中可以应用策略来改善便携式系统的性能:传感器和调节,加工,无线通信,电池和电源管理。同样,对于云服务,可扩展性,可移植性,隐私和安全指南,已突出显示。

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