A New Computational Approach for Stochastic Fluid Models of Multiplexers with Heterogeneous Sources
01 March 1995
This paper derives an efficient computational procedure for the system in which fluid is produced by N sub 1 on-off sources of type 1, N sub 2 on-off sources of type 2 and transferred to a buffer which is serviced by a channel of constant capacity. This is a canonical model for multiservice ATM multiplexing and is both hard and of wide interest. This paper's approach to the computation of the buffer overflow probability, G(x) = Pr{buffer content > x}, departs from all prior approaches in that it transforms the computation of G(x) for a particular x into a recursive constrution of an interpolating polynomial.