Towards Battery-Aware Self-Adaptive Mobile Applications

R. Mizouni, M. Serhani, A. Benharref, Oubai Al-Abassi
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引用次数: 8

Abstract

Mobile Applications are rapidly emerging as a convenient medium for using a variety of services. In ubiquitous environment, the challenge relies on developing applications that sense and react to environmental changes to provide a value-added user experience. This context awareness property improves application usability. Context information can be related to the environment, user but also to the device itself. Since smart phones are battery-powered, in an ideal scenario, the application will self-adapt and adjust its behavior according to the current battery status of the device. In this paper, we address the challenge of building self-adaptive battery-aware applications for mobile devices. Our solution is based on a dynamic feature configuration to adapt efficiently to the device status. We propose a distributed battery-awareness architecture where both the mobile client and the server side optimize the battery utilization when needed. We also propose three layers of dynamic adaptation: user features' availability adaptation, internal features' behavior adaptation, and data consumption adaptation. As illustrated by the experiments, doing the right adaptation in both server and client sides increases the lifetime span of the mobile device and hence the availability of the application.
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迈向电池感知自适应移动应用
移动应用程序正迅速成为使用各种服务的方便媒介。在无处不在的环境中,挑战在于开发能够感知和响应环境变化的应用程序,以提供增值的用户体验。这个上下文感知属性提高了应用程序的可用性。上下文信息可以与环境、用户有关,也可以与设备本身有关。由于智能手机是由电池供电的,在理想情况下,应用程序将根据设备当前的电池状态自适应并调整其行为。在本文中,我们解决了为移动设备构建自适应电池感知应用程序的挑战。我们的解决方案基于动态特征配置,以有效地适应设备状态。我们提出了一种分布式电池感知架构,其中移动客户端和服务器端都在需要时优化电池利用率。我们还提出了三层动态自适应:用户特征的可用性自适应、内部特征的行为自适应和数据消费自适应。正如实验所示,在服务器端和客户端都进行正确的调整可以增加移动设备的生命周期,从而提高应用程序的可用性。
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