智能手机和无人机移动软件的未来:能源和性能

Abhijeet Banerjee, Abhik Roychoudhury
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引用次数: 14

摘要

随着更密集的计算向移动平台的明显转移,移动设备对性能和能源效率的需求是显而易见的。在本文中,我们首先明确区分了绩效和能源问题。除了表明性能效率既不与能源效率也不与效率低下相关外,我们还将重点放在开发节能移动软件的编程方法和软件验证方法上。其中包括回顾最近关于能量感知编程和非功能测试的工作,以暴露移动软件中的能量和性能问题。随着移动平台的不断发展,涉及移动设备的新场景和用例也在不断增加。我们推测了在不久的将来涉及高能耗移动软件的场景,以及现有的软件工程技术如何在这种场景下发展以对抗能源效率低下。其中包括需要有效管理软件控制的个人无人机的能耗,这可能在不久的将来成为主流。我们建议整合经济学中价格理论的概念,为软件控制的个人无人机构建分布式能源管理框架。
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Future of Mobile Software for Smartphones and Drones: Energy and Performance
The need for performance and energy efficiency in mobile devices is apparent with the obvious shifting of more intensive computation to mobile platforms. In this paper, we first make a clear distinction between performance and energy issues. Apart from showing that performance efficiency is neither co-related with energy-efficiency nor inefficiency, we focus on programming methodologies and software validation approaches for producing energy efficient mobile software. These include reviewing recent works on energy-aware programming and nonfunctional testing to expose energy and performance issues in mobile software. As mobile platforms continue to evolve, new scenarios and use-cases involving mobile devices are on the rise. We speculate on scenarios involving energy hungry mobile software in near future, and how existing software engineering techniques can evolve to combat energy inefficiency in such scenarios. These include the need to effectively manage the energy-consumption of software-controlled personal drones which are likely to become main-stream in near future. We suggest integration of concepts from price theory in Economics to build a distributed energy management framework for software-controlled personal drones.
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