Title :
Algorithms to determine exact blocking probabilities for multirate tree networks
Author :
Tsang, Danny H K ; Ross, Keith W.
Author_Institution :
Dept. of Math., Stat. & Comput. Sci., Dalhousie Univ., Halifax, NS, Canada
fDate :
8/1/1990 12:00:00 AM
Abstract :
A circuit-switched network consisting of multiple-access links connected to a common link is considered. Each call requires circuits on one access link and on the common link. The network supports multiple classes of calls where each class specifies a bandwidth requirement, an arrival rate, and a holding-time distribution. Based on a product-form solution for these networks, four algorithms are developed to determine the exact blocking probability for each of the classes. The first two algorithms are based on convolution, the third on the fast Fourier transform, and the fourth on a recursion due to J.S. Kaufman (1981) and to J.W. Roberts (1981). Complexity bounds and numerical results demonstrate that these algorithms can determine blocking probabilities in reasonable CPU time for networks with thousands of circuits
Keywords :
circuit switching; computational complexity; fast Fourier transforms; multi-access systems; probability; queueing theory; FFT; arrival rate; bandwidth requirement; complexity bounds; convolution; exact blocking probability; fast Fourier transform; holding-time distribution; multiple-access links; multirate tree networks; numerical results; queueing networks; recursion; Bandwidth; Central Processing Unit; Circuit topology; Computer networks; Convolution; Equations; Fast Fourier transforms; Network topology; Routing; Terminology;
Journal_Title :
Communications, IEEE Transactions on