迈向协作式多设备计算

Wenxiao Zhang, Huber Flores, P. Hui
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引用次数: 13

摘要

移动设备(如智能手机、可穿戴设备)作为最有效、最便捷的通信工具,已经成为人类生活中不可或缺的一部分,为用户提供了丰富的各种服务体验。除了传统的基于网络的服务,研究团体和工业界正在探索移动设备的计算密集型能力,以无缝地增强用户的认知能力。然而,单一移动设备的资源和通信不足,使得其在提供高质量的体验(QoE)方面,特别是在满足实时性和交互性约束方面存在不足。最近,相当多的研究已经解决了这些问题,并且所提出的系统利用了协作移动计算的优势,这在计算能力、电池寿命、延迟和数据使用方面有利于移动设备。在本次调查中,我们关注了协同多设备计算,并讨论了在这一领域存在的QoE保证、用户激励和其他挑战。我们还研究了可用于多设备协作的网络技术。在调查的最后,我们指出了未来实时协同移动系统的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards collaborative multi-device computing
Mobile devices (e.g., smartphone, wearable device) are now an essential part of human life as the most effective and convenient communication tools, providing users with rich experience of various services. Besides traditional web-based services, the research community and industry are exploring computation intensive capabilities of mobile devices to seamlessly augment users' cognitive abilities. However, the resource and communication shortages of a single mobile device make it insufficient in providing high quality of experience (QoE), especially in satisfying the real-time and interactive constraints.Recently, considerable research has addressed these problems, and the proposed systems take advantage of collaborative mobile computing which benefits mobile devices in terms of computing capability, battery life, latency, and data usage. In this survey, we pay our attention to collaborative multi-device computation, and discuss the QoE guarantee, user incentives and other challenges that exit in this area. We also study the networking technologies that can be utilized in multi-device collaboration. In the end of the survey, we point out some future research directions in real-time collaborative mobile systems.
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