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  Fast Time-Dependent Evaluation of Multi-Service Networks (1998) [2 citations — 1 self]

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by Ibrahim Matta, A. Udaya Shankar
Computer Networks and ISDN Systems - Special Issue on Modeling of Wired and Wireless ATM. http://www.ccs.neu.edu/home/matta/publications.html
http://www.cs.bu.edu/faculty/matta/Papers/isdn98.ps
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Abstract:

We present a numerical-analytical method to evaluate multi-service networks with adaptive routing, scheduling and admission controls. We apply our method to connection-oriented networks supporting different types of real-time connections. The network dynamics is described by difference equations which can be solved for both transient and steady-state performances. Results indicate that our method is computationally much cheaper than discrete-event simulation, and yields accurate performance measures. Connection routing algorithms are usually evaluated individually in terms of steady-state performance measures. In this paper, we also use our time-dependent evaluation method to compare several connection routing schemes in terms of instantaneous measures. Our results show that a routing scheme which defines the cost of a path as the sum of measured link utilizations yields more stable behavior and lower connection blocking probability over a wide range of workload parameters and network configurations than other traditional schemes. Key words: Multi-service networks, transient performance, dynamic flow models, queueing models, resource allocation algorithms, routing.

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