Please use this identifier to cite or link to this item: https://doi.org/10.1109/90.649517
Title: Estimation of the cell loss ratio in ATM networks with a fuzzy system and application to measurement-based call admission control
Authors: Bensaou, B. 
Lam, S.T.C.
Chu, H.-W.
Tsang, D.H.K.
Keywords: ATM
Call admission control
Cell loss ratio
Fuzzy logic
Issue Date: 1997
Source: Bensaou, B., Lam, S.T.C., Chu, H.-W., Tsang, D.H.K. (1997). Estimation of the cell loss ratio in ATM networks with a fuzzy system and application to measurement-based call admission control. IEEE/ACM Transactions on Networking 5 (4) : 572-584. ScholarBank@NUS Repository. https://doi.org/10.1109/90.649517
Abstract: An important parameter an asynchronous transfer model (ATM)-based network design and management is the cell loss ratio (CLR) in ATM multiplexers. It is a key parameter to many vital functions in the network such as call admission control (CAC), bandwidth allocation, etc. However, the CLR depends usually on many unknown and unpredictable traffic parameters such as input traffic correlations. In this paper, we propose a simple and robust fuzzy-based algorithm to predict the CLR in large-sized systems based on both a small amount of information from small-sized systems, and the asymptotic behavior for very large systems. Unlike the model-based approaches, our approximation avoids the problem of assuming any traffic parameters or arrival process. This algorithm is used with real-time traffic measurement to propose an effective measurement-based call admission control framework for ATM networks. © 1997 IEEE.
Source Title: IEEE/ACM Transactions on Networking
URI: http://scholarbank.nus.edu.sg/handle/10635/112246
ISSN: 10636692
DOI: 10.1109/90.649517
Appears in Collections:Staff Publications

Show full item record
Files in This Item:
There are no files associated with this item.

SCOPUSTM   
Citations

53
checked on Feb 15, 2018

WEB OF SCIENCETM
Citations

37
checked on Jan 31, 2018

Page view(s)

15
checked on Feb 19, 2018

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.