FUZZY LEAKY BUCKET METHOD AND APPARATUS FOR USAGE PARAMETER CONTROL IN ATM NETWORKS

Patent №

US 6,563,792

Granted

2003-05-13

Filed 1999

Owner

ACCTON TECHNOLOGY CORPORATION

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09346909

To improve the performance in terms of selectivity, responsiveness, and mean queueing delay for a connetion in ATM networks, a fuzzy leaky bucket method and apparatus is introduced that monitors and controls the sustainable cell rate of the connection utilizing a fuzzy increment controller (FIC) to dynamically adjust the value of the increment for the content of the leaky bucket incorporated for policing the connection. The adjustment of the increment by the fuzzy logic is accomplished through a set of linguistic rules based upon a domain knowledge. Two system parameters of the long-term mean cell rate and the short-term mean cell rate of the connection are fed into the fuzzy increment controller to adaptively calculate an appropriate increment value with an aim to achieve a better performance.

Machine learningKnowledge representationPlanningAI hardwareH04L 47/20H04L 12/5601H04L 12/5602H04L 47/215H04L 2012/5636H04L 2012/5637

AI classification

Machine learning1.00
Planning0.98
Knowledge representation0.95
AI hardware0.90
Vision0.21
Natural language0.09
Speech0.00
Evolutionary computation0.00

Ownership

ACCTON TECHNOLOGY CORPORATION

assignment · 100930838

Assignors

CHANG, CHUNG-JU, EUL, ZOHN SHIUN, LEE, HONG-YUH

On an employer assignment, the assignors are typically the inventors.

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