Title :
B-ISDN connection admission control and routing strategy with traffic prediction by neural networks
Author :
Neves, Joaquim E. ; De Almeida, Luis B. ; Leitão, Maário J.
Author_Institution :
Minho Univ., Portugal
Abstract :
The resource allocation in the broadband integrated services digital network (B-ISDN) can be based on an overall network performance function described in this paper and named quality of operation. The quality of operation function is determined by the bandwidth and quality of service functions. The traffic patterns of the quality of service for each call are predicted by neural networks. The applicability of the quality of operation function to connection admission control and call routing is proposed and supported by simulation results
Keywords :
B-ISDN; asynchronous transfer mode; neural nets; performance evaluation; telecommunication congestion control; telecommunication network routing; telecommunication traffic; ATM; B-ISDN; bandwidth; broadband integrated services digital network; connection admission control; network performance; neural networks; quality of operation; quality of service; routing; simulation results; traffic patterns; traffic prediction; Admission control; Asynchronous transfer mode; B-ISDN; Bit rate; Communication system traffic control; Neural networks; Quality of service; Resource management; Routing; Traffic control;
Conference_Titel :
Communications, 1994. ICC '94, SUPERCOMM/ICC '94, Conference Record, 'Serving Humanity Through Communications.' IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-1825-0
DOI :
10.1109/ICC.1994.368817
