Title :
Burst level simulation of a queueing system with active-idle sources
Author :
Wu, Yujing ; Gong, Wejbo
Author_Institution :
Dept. of Electr. & Comput. Eng., Massachusetts Univ., Amherst, MA, USA
Abstract :
Modeling traffic at coarse timescales is a common technique to deal with the scalability problem of high-speed network simulation. Accuracy is an important issue in such time-abstraction simulation. We aim to quantitatively understand accuracy degradation in the burst-level simulation. We identify queueing nonlinearity occurring at small timescales as a major contributor to the error. This explains why heavy traffic setting and traffic macrolevel burstiness favor the abstract simulation.
Keywords :
queueing theory; telecommunication networks; telecommunication traffic; accuracy degradation; active-idle source; burst level simulation; coarse timescale; error; high-speed network simulation; queueing nonlinearity; queueing system; traffic macrolevel burstiness; traffic modeling; Approximation error; Computational modeling; Degradation; Error analysis; High-speed networks; Nonlinear systems; Queueing analysis; Scalability; Telecommunication traffic; Traffic control;
Conference_Titel :
Communications, Computers and signal Processing, 2003. PACRIM. 2003 IEEE Pacific Rim Conference on
Print_ISBN :
0-7803-7978-0
DOI :
10.1109/PACRIM.2003.1235894