A. Vandeliefvoort et N. Subramanian, A NEW APPROACH FOR THE PERFORMANCE ANALYSIS OF A SINGLE-BUS MULTIPROCESSOR SYSTEM WITH GENERAL SERVICE TIMES, I.E.E.E. transactions on computers, 42(3), 1993, pp. 358-362
The linear algebraic approach to queueing theory is applied to analyze
the performance of a typical single-bus multiprocessor system. This s
ystem can be modeled as an M/G/1//N queueing system with load-dependen
t arrivals. The method presented requires only that the nonexponential
service time distribution for the system be a matrix-exponential, tha
t is, one with a rational Laplace transform. Using linear algebraic te
chniques, expressions are obtained for the performance characteristics
of interest, such as the processing power for the multiprocessor syst
em. The algorithm does not rely on root finding and can be implemented
using symbolic programming techniques. The explicit closed form expre
ssion for the processing power is presented for some special cases.