Title :
Analysis of circuit-switched networks under long-range dependent traffic
Author :
Min, Geyong ; Ould-Khaoua, Mohamed
Author_Institution :
Dept. of Comput. Sci., Glasgow Univ., UK
Abstract :
Many recent studies on a wide range of networks by means of high quality, high time-resolution measurements have indicated that traffic burstiness and correlations among inter-arrival intervals are present over many time scales, which can be modelled using the long-range dependent (LRD) process. A LRD process is characterised by a hyperbolically decaying correlation function. However, interconnection networks used in current multicomputers have been mainly designed and analysed under the assumption that traffic follows the traditional short-range dependent process (e.g., the Poisson arrival process). In an effort to reevaluate network performance, this paper presents a new analytical model for circuit-switched interconnection networks under LRD traffic. Simulation experiments reveal that the model exhibits a good degree of accuracy under various operating conditions.
Keywords :
circuit switching; multiprocessor interconnection networks; performance evaluation; LRD process; circuit-switched network analysis; hyperbolically decaying correlation function; inter-arrival interval correlations; interconnection networks; long-range dependent traffic; multicomputers; network performance; simulation; traffic burstiness; Analytical models; Autocorrelation; Circuit analysis; Communication switching; Computer networks; Multiprocessor interconnection networks; Switching circuits; Telecommunication traffic; Time measurement; Traffic control;
Conference_Titel :
Computers and Communications, 2002. Proceedings. ISCC 2002. Seventh International Symposium on
Print_ISBN :
0-7695-1671-8
DOI :
10.1109/ISCC.2002.1021677