Title :
SmartCut: Mitigating 3G Radio Tail Effect on Smartphones
Author :
Guangtao Xue ; Hongzi Zhu ; Zhenxian Hu ; Jiadi Yu ; Yanmin Zhu ; Gong Zhang
Author_Institution :
Shanghai Key Lab. of Scalable Comput. & Syst., Shanghai, China
Abstract :
3G technology has stimulated a wide variety of high-bandwidth applications on smartphones, such as video streaming and content-rich web browsing. Although having those applications mobile is quite appealing, high data rate transmission also poses huge demand for power. It has been revealed that the tail effect in 3G radio operation results in significant energy drain on smartphones. Recent fast dormancy technique can be utilized to remove tails but, without care, can degrade user experience. In this paper, we propose a novel scheme SmartCut, which effectively mitigates the tail effect of radio usage in 3G networks with little side-effect on user experience. The core idea of SmartCut is to utilize the temporal correlation of packet arrivals to predict upcoming packets, based on which unnecessary high-power-state tails of radio are cut out leveraging the Fast Dormancy mechanism. Both prototype experiment and extensive trace-driven simulation results demonstrate the efficacy of SmartCut design. On average, SmartCut can save up to 43 percent network energy while having little side-effect to user experience.
Keywords :
3G mobile communication; smart phones; telecommunication power management; 3G networks; 3G radio tail effect; SmartCut; content rich Web browsing; energy drain; high data rate transmission; packet arrivals; smartphones; temporal correlation; user experience; video streaming; Correlation; Data communication; Delays; Entropy; Mobile computing; Smart phones; Switches; 3G networks; fast dormancy mechanism; radio tail; smartphones; temporal correlation; user experience;
Journal_Title :
Mobile Computing, IEEE Transactions on
DOI :
10.1109/TMC.2014.2313339