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Integrating Mobile Cloud Computing with Big Data to Enhance Health Care Analytics

机译:将移动云计算与大数据集成以增强医疗保健分析

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摘要

Mobile devices are playing a vital role in our daily life and their usage is increasing at a very high rate. These devices have an indispensable part for all genders, in business, education, health and many more. Due to high rate of mobile devices usage, a user also needs extra memory for saving and retrieving data. When mobile devicesconnect with cloud for exchanging data, it is called Mobile Cloud Computing (MCC). Health Care applications have been developed using MCC architecture. However, these applications have certain limitations regarding large-scale data analysis. A number of factors affect the health like physiological, psychological, epidemiological, environmental, geographical and genetical etc. Health Care Analytics requires the integration of data from these heterogeneous resources. In this paper, a novel architecture is proposed for enhancing Health Care Analytics. The proposed model combines the advantages of Big Data Tools and MCC for collection, storage, analysis and visualization of Health Care Data.
机译:移动设备在我们的日常生活中起着至关重要的作用,其使用率正以非常高的速度增长。这些设备在企业,教育,卫生等领域对于所有性别而言都是不可或缺的部分。由于移动设备的使用率很高,用户还需要额外的内存来保存和检索数据。当移动设备与云连接以交换数据时,称为移动云计算(MCC)。使用MCC架构开发了医疗保健应用程序。但是,这些应用程序在大规模数据分析方面有一定的局限性。影响健康的因素很多,例如生理,心理,流行病学,环境,地理和遗传因素等。医疗保健分析要求整合来自这些异构资源的数据。在本文中,提出了一种用于增强医疗保健分析的新颖架构。提出的模型结合了大数据工具和MCC的优势,可用于收集,存储,分析和可视化卫生保健数据。

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