Optimal Bandwidth Management and Capacity Provision in a Broadband Network Using Virtual Paths

Abstract This article describes a mathematical model for a broadband ISDN using virtual paths. It looks at performance measures relating to revenue and grade-of-service, and gives simple asymptotic formulae for evaluating the performance function, and its derivatives with respect to parameters that are controllable by network management. Exact and asymptotic results are compared. The problem of optimal capacity management is formulated and a solution is proposed. A formulation is also given for the problem of minimum cost capacity provision subject to performance and availability constraints; the solution of this problem is discussed.

[1]  F. P. Kelly,et al.  Routing and Capacity Allocation in Networks with Trunk Reservation , 1990, Math. Oper. Res..

[2]  J. L. Burgin,et al.  Information transfer protocols for the broadband ISDN , 1988, IEEE Global Telecommunications Conference and Exhibition. Communications for the Information Age.

[3]  F. Kelly Fixed point models of loss networks , 1989, The Journal of the Australian Mathematical Society. Series B. Applied Mathematics.

[4]  Suzanne P. Evans,et al.  A Quasi-Stationary Analysis of a Virtual Path in a B-ISDN Network Shared by Services with Very Different Characteristics , 1990, Comput. Networks ISDN Syst..

[5]  Suzanne P. Evans,et al.  A mathematical model and related problems of optimal management and design in a broadband integrated services network , 1989, The Journal of the Australian Mathematical Society Series B Applied Mathematics.

[6]  P. Hunt Implied costs in loss networks , 1989, Advances in Applied Probability.

[7]  F. Kelly Blocking probabilities in large circuit-switched networks , 1986, Advances in Applied Probability.

[8]  Philip Wolfe,et al.  An algorithm for quadratic programming , 1956 .

[9]  Calyampudi Radhakrishna Rao,et al.  Linear Statistical Inference and its Applications , 1967 .

[10]  John Burgin Broadband ISDN Resource Management , 1990, Comput. Networks ISDN Syst..

[11]  F. Kelly,et al.  On critically loaded loss networks , 1989, Advances in Applied Probability.