Reaching for the clouds: contextually enhancing smartphones for energy efficiency

Radu-Corneliu Marin, C. Dobre
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引用次数: 13

Abstract

Energy efficiency has gradually become a compulsory need in mobile computing as the processing requirements for smartphones have increased exponentially. Moreover, the current demand is stretching beyond the extents of modern battery technology. In this sense, we introduce a novel collaboration solution for mobile devices based on a contextual search entitled Hybrid Contextual Cloud for Ubiquitous Platforms comprising of Smartphones (HYCCUPS). HYCCUPS takes advantage of the pervasive nature of smartphones and of current wireless communication technologies as to offer offloading execution of mobile applications in an opportunistic on-the-fly hybrid computing cloud. We design an adaptive contextual search algorithm for schedulling mobile code execution in smartphone communities based on predicting the availability and mobility of devices in the near vicinity. We emulate the HYCCUPS framework based on real user traces and we prove that it improves battery health, maximizes power save, minimizes overall execution time of mobile applications and it preserves or even enhances user experience.
走向云端:提升智能手机的能源效率
随着智能手机的处理需求呈指数级增长,能源效率逐渐成为移动计算的强制性需求。此外,目前的需求已经超出了现代电池技术的范围。从这个意义上讲,我们为移动设备引入了一种基于上下文搜索的新型协作解决方案,名为“智能手机无处不在平台混合上下文云”(HYCCUPS)。HYCCUPS利用智能手机和当前无线通信技术的普遍特性,在机会主义的动态混合计算云中提供移动应用程序的卸载执行。我们设计了一种自适应上下文搜索算法,用于在智能手机社区中调度移动代码执行,该算法基于预测附近设备的可用性和移动性。我们基于真实的用户轨迹模拟HYCCUPS框架,并证明它改善了电池健康,最大限度地节省了电力,最大限度地减少了移动应用程序的总体执行时间,并保留甚至增强了用户体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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