DocumentCode
2507358
Title
Neural network control of shared ATM buffer
Author
Reljin, Irini S. ; Reljin, Branimir D.
Author_Institution
PTT Coll., Belgrade, Serbia
fYear
2002
fDate
2002
Firstpage
107
Lastpage
112
Abstract
Assuming the shared buffer in ATM node with bursty input traffic, we have derived a new competitive neural network algorithm for buffer management. The algorithm is an extended version of the previous one, based on input prebuffers solution. The cell loss rate obtained is considerably lower comparing to the round-robin control in such a case. The interarrival times of output streams are considered by fractal/multifractal analysis, as well.
Keywords
asynchronous transfer mode; fractals; neurocontrollers; telecommunication congestion control; telecommunication network management; ATM node; buffer management; bursty input traffic; cell loss rate; competitive neural network algorithm; fractal analysis; multifractal analysis; neural network control; output stream interarrival times; shared ATM buffer; Asynchronous transfer mode; B-ISDN; Communication system traffic control; Delay; Fractals; Neural networks; Round robin; Scheduling; Throughput; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Network Applications in Electrical Engineering, 2002. NEUREL '02. 2002 6th Seminar on
Print_ISBN
0-7803-7593-9
Type
conf
DOI
10.1109/NEUREL.2002.1057978
Filename
1057978
Link To Document