Title
A delay estimation approach in stochastic overlay networks
Abstract
Overlay networks are resilient in transferring data through intermediate nodes. The dynamic stochastic shortest path (DSSP) can be utilized in overlay networks to find the optimized relay paths; however, DSSP depends on the link delay properties/states (i.e., delay distribution and delay average range). Nevertheless, it is difficult to acquire accurate link delay states to approximate the link characteristics due to possible measurement errors. In this paper, we first proposed a convenient DSSP estimation approach to approximate the link stochastic delay considering the tradeoff between the immediate delay and historical delay samples in stochastic overlay networks. Then, in order to evaluate the performance of DSSP, we conducted a comprehensive simulation study to compare DSSP with the shortest path computed using classic routing algorithms with the average delay values and delay errors due to the variation of delay distributions and updating intervals. The experiment results show that the proposed DSSP delay estimation method is more reliable and outperforms the conventional shortest path routing with the delay estimation using average delay and delay errors. In addition, we also proposed a refined heuristic K-shortest stochastic path routing algorithm using the proposed delay estimation method. In two typical overlay relay network scenarios, the simulation results show that the proposed stochastic routing algorithm outperforms the classic routing algorithms in reducing the average delay by 20% - 40% and the packet loss for nearly 50%.
Year
DOI
Venue
2013
10.1109/APCC.2013.6766045
Asia-Pacific Conference on Communications
Keywords
Field
DocType
Delay estimation,Delay error,Stochastic routing,Overlay networks
End-to-end delay,Network delay,Mathematical optimization,Shortest path problem,Computer science,Transmission delay,Computer network,Elmore delay,DSSP (hydrogen bond estimation algorithm),Overlay network,Processing delay
Conference
ISSN
Citations 
PageRank 
2163-0771
0
0.34
References 
Authors
10
4
Name
Order
Citations
PageRank
chengwei zhang111.36
Xiao Jun Hei288270.13
Wei Liu337392.81
Wenqing Cheng437942.02