Title :
A light-weight available bandwidth inference methodology in a queueing analysis approach
Author :
Hei, Xiaojun ; Bensaou, Brahim ; Tsang, Danny H K
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
Abstract :
End-to-end available bandwidth estimation is important in understanding network congestion and enhancing service quality. In this paper, we investigate a light-weight probing method for available bandwidth measurement in a queueing analysis approach. Unlike the self-congestion based measurement approach, a light-weight probing technique infers the available bandwidth along a path without congesting the routers along the path. Of particular interest in our investigations, is the squared coefficient of variation (SCV) of the inter-departure process of a periodic probing stream. We analyze approximately the departure process of this probing stream. Simulation results indicate that the proposed hybrid approximation can provide good estimates of the SCV of the probing stream regardless of the stochastic behavior of the arrival process of the cross traffic. Given a measured SCV, inverting this approximation infers the load of the cross traffic on the congested link.
Keywords :
bandwidth allocation; parameter estimation; quality of service; queueing theory; stochastic processes; telecommunication congestion control; telecommunication network management; telecommunication traffic; SCV; available bandwidth measurement; congested link cross traffic load; cross traffic arrival process stochastic behavior; end-to-end available bandwidth estimation; inter-departure process; light-weight available bandwidth inference methodology; light-weight probing method; network congestion; periodic probing stream; queueing analysis; self-congestion based measurement approach; service quality; squared coefficient of variation; Bandwidth; Computer science; Delay estimation; Loss measurement; Probes; Queueing analysis; Robustness; Stochastic processes; Throughput; Traffic control;
Conference_Titel :
Communications, 2005. ICC 2005. 2005 IEEE International Conference on
Print_ISBN :
0-7803-8938-7
DOI :
10.1109/ICC.2005.1494332