Selecting proper wireless network interfaces for user experience enhancement with guaranteed probability

被引:52
作者
Niu, Jianwei [2 ]
Gao, Yuhang [2 ]
Qiu, Meikang [3 ]
Ming, Zhong [1 ]
机构
[1] Shenzhen Univ, Coll Comp Sci & Software, Shenzhen 518060, Peoples R China
[2] Beihang Univ, Sch Engn & Comp Sci, Beijing 100191, Peoples R China
[3] Univ Kentucky, Dept Elect & Comp Engn, Lexington, KY 40506 USA
基金
美国国家科学基金会;
关键词
Probabilistic assignment; Wireless network interfaces; Mobile user experience;
D O I
10.1016/j.jpdc.2012.08.006
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With the increasing capabilities of mobile phones, mobile users access data via wireless interfaces pervasively. Although WiFi has limited coverage and resulted in a bigger delay of data access, it is not uncommon that mobile users are willing to use WiFi to transmit data to decrease communication costs instead of 3G. Hence it is reasonable to use delay tolerance strategies to balance execution time, energy consumption, and communication cost. In this paper, we model mobile user experience as a combination of three random variables (energy consumption, execution time and communication cost). We present a wireless interface scheduling algorithm to select proper wireless interfaces for a set of data-dependent sporadic tasks to enhance user experience under the constraints of execution time, energy consumption, and communication cost with a guaranteed confidence probability in a delay-tolerant environment. The experimental results show that our approach can effectively enhance the user experience. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:1565 / 1575
页数:11
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