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An Application Layer Protocol for Energy-Efficient Bandwidth Aggregation with Guaranteed Quality-of-Experience

机译:具有体验质量保证的节能带宽聚合的应用层协议

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摘要

WiFi and cellular networks are pervasively provided for mobile Internet access. Although most existing mobile devices are equipped with both WiFi and cellular network interfaces, concurrent data transmissions over these interfaces for improved throughput are not provided. In this paper, a bandwidth aggregation prototype, named Application Layer Protocol based Aggregation (ALP-A), is developed for easy use by simply installing an application in mobile devices without modifying their operating systems or drivers. It provides desired quality-of-experience (QoE), i.e., acceptable response delay to users, learned from application characteristics and users behaviors. Furthermore, we propose an online algorithm of traffic scheduling over WiFi and cellular interfaces with the objective of minimizing energy consumption while guaranteeing the QoE. Over the prototype implemented on Andriod-based smartphones, we conduct extensive experiments to show that ALP-A outperforms existing schemes significantly.
机译:普遍提供WiFi和蜂窝网络以用于移动Internet访问。尽管大多数现有的移动设备都配备了WiFi和蜂窝网络接口,但并未提供通过这些接口进行的并发数据传输以提高吞吐量。在本文中,开发了一种带宽聚合原型,称为基于应用程序层协议的聚合(ALP-A),可通过简单地在移动设备中安装应用程序而不修改其操作系统或驱动程序来轻松使用。它提供了所需的体验质量(QoE),即从应用程序特征和用户行为中获悉的对用户可接受的响应延迟。此外,我们提出了一种在WiFi和蜂窝接口上进行流量调度的在线算法,目的是在保证QoE的同时将能耗降至最低。在基于Andriod的智能手机上实现的原型上,我们进行了广泛的实验,表明ALP-A明显优于现有方案。

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