Zompopo:基于加速计和云服务的人类活动识别的移动日历预测

S. Srirama, Huber Flores, Carlos Paniagua
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引用次数: 16

摘要

云计算和移动计算领域发展迅速,在不久的将来都是很有前途的技术。此外,移动设备的普及正在促进无处不在的环境的出现,因此无处不在和上下文感知的应用程序的开发正在增加。由于对处理能力、存储空间和能源的应用需求不断增加,移动技术的注意力主要集中在云上。本文介绍了一款名为Zompopo的Android应用程序,它将谷歌calendar与手机的加速度计传感器相结合,提供了一个智能日历,用户可以根据前一周的活动,从一天开始安排自己的活动。该应用程序解释了详细的架构和技术选择。该应用程序使用Map Reduce来分析加速度计传感器数据,以推断常规日历活动的任何转移,从而有效地利用云计算资源。还提供了应用程序的详细性能分析,展示了移动应用程序如何通过云感知获益。
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Zompopo: Mobile Calendar Prediction Based on Human Activities Recognition Using the Accelerometer and Cloud Services
Both cloud computing and mobile computing domains have advanced rapidly and are the promising technologies for the near future. Furthermore, the proliferation of mobile devices is fostering the emergence of ubiquitous environments, and thus the development of pervasive and context-aware applications is increasing. Mobile technologies are mainly drawing their attention to the clouds due to the increasing demand of the applications for processing power, storage space and energy. This paper introduces Zompopo, an Android application that provides an intelligent calendar, combining Google Calendar and the accelerometer sensor of the mobile, which allows the user to schedule his/her activities from the beginning of the day according previous week's activities. The application is explained with detailed architectural and technological choices. The application uses Map Reduce to analyze the accelerometer sensor data to deduce any diversions from the regular calendar activity, thus efficiently utilizing the cloud computing resources. A detailed performance analysis of the application is also provided, showing how mobile application benefit by going cloud-aware.
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