SCoP:通过在雾计算中合并推送服务来节省智能手机的能源

Shang Gao, Zhe Peng, Bin Xiao, Qingjun Xiao, Yubo Song
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引用次数: 21

摘要

智能手机的节能解决方案可以大大延长智能手机的使用时间。然而,今天的推送服务需要保持连接来通知用户收到的消息,这会造成昂贵的能源消耗,并在蜂窝通信中迅速耗尽智能手机的电池。大多数保持连接迫使智能手机频繁发送心跳数据包,这会产生额外的能耗无线电尾。此前没有研究解决智能手机推送服务中保持在线连接的高能耗问题。本文提出了基于雾计算的单连接代理(SCoP)系统,将多个保持连接合并为一个,并以节能的方式推送消息。新设计的SCoP可以满足预定义的消息延迟约束,并最大限度地减少实时和延迟容忍应用程序的智能手机能耗。SCoP对智能手机和推送服务器都是透明的,不需要对当前的推送服务框架进行任何更改。理论分析表明,给定传入消息的泊松分布,SCoP可以减少高达50%的能耗。我们实现了SCoP系统,包括智能手机上的本地代理和“Fog”上的远程代理。实验结果表明,该系统对实时应用的能耗比当前推送服务低30%,对容延迟应用的能耗比当前推送服务低60%。
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SCoP: Smartphone energy saving by merging push services in Fog computing
Energy saving solutions on smartphone devices can greatly extend a smartphone's lasting time. However, today's push services require keep-alive connections to notify users of incoming messages, which cause costly energy consuming and drain a smartphone's battery quickly in cellular communications. Most keep-alive connections force smartphones to frequently send heartbeat packets that create additional energy-consuming radio-tails. No previous work has addressed the high-energy consumption of keep-alive connections in smartphones push services. In this paper, we propose Single Connection Proxy (SCoP) system based on fog computing to merge multiple keep-alive connections into one, and push messages in an energy-saving way. The new design of SCoP can satisfy a predefined message delay constraint and minimize the smartphone energy consumption for both real-time and delay-tolerant apps. SCoP is transparent to both smartphones and push servers, which does not need any changes on today's push service framework. Theoretical analysis shows that, given the Poisson distribution of incoming messages, SCoP can reduce the energy consumption by up to 50%. We implement SCoP system, including both the local proxy on the smartphone and remote proxy on the “Fog”. Experimental results show that the proposed system consumes 30% less energy than the current push service for real-time apps, and 60% less energy for delay-tolerant apps.
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