Enabling energy-aware mobile data offloading for smartphones through vertical collaboration

A. Ding, Pan Hui, M. Kojo, S. Tarkoma
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引用次数: 20

Abstract

Searching for mobile data offloading solutions has become topical in recent years. In the Metropolitan Advanced Delivery Network (MADNet) project, we explore the potential of multiple interfaces on smartphones through a collaborative design to enable energy-aware WiFi-based mobile data offloading. We advocate that the vertical collaboration across different wireless access technologies and network vendors is the key to aggregate the power of mobile operators, WiFi service providers, and end-users. Aiming at reducing the energy consumption on smartphones, we propose an energy-aware algorithm supported by our collaborative architecture to avoid offloading to low-throughput WiFi networks which may consume more energy. The evaluation of streaming applications on our prototyped Nokia N900 smartphones demonstrates that we are able to achieve more than 80% energy saving. Our experiment in the wild also shows that our design can tolerate the minor errors of localization, mobility prediction, and offload capacity estimation.
通过垂直协作实现智能手机的节能移动数据卸载
近年来,寻找移动数据卸载解决方案已成为热门话题。在都市先进传输网络(MADNet)项目中,我们通过协作设计探索智能手机上多个接口的潜力,以实现基于wi - fi的能量感知移动数据卸载。我们主张,不同无线接入技术和网络供应商之间的垂直协作是聚合移动运营商、WiFi服务提供商和最终用户力量的关键。为了降低智能手机的能耗,我们提出了一种基于协同架构的能量感知算法,以避免卸载到可能消耗更多能量的低吞吐量WiFi网络。在诺基亚N900原型智能手机上对流媒体应用程序的评估表明,我们能够实现80%以上的节能。我们在野外的实验也表明,我们的设计可以容忍定位、移动性预测和卸载能力估计的小错误。
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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