METHOD FOR PREPARING A DECISION TREE FOR PACKET PROCESSING

Patent №

US 7,548,992

Granted

2009-06-16

Filed 2003

Owner

SFNT FINLAND OY

+3 more

Lab

AI components

5

vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10402734

The invention relates to methods for processing data packets according to a set of rules, and especially for preparing of decision trees for selecting the correct rule for processing of a data packet. In preparation of a decision tree, a splitting point within a dimension being studied is chosen as follows. The rules are sorted to allow monotonous iteration through all range end values specified in the rules in the dimension being studied. The range end values are then iterated through in a monotonous fashion, either increasing or decreasing. At each iteration, the number of range low end values and the number of range high end values being equal to the current iteration value is counted. From these counts and the accumulated results from the corresponding counts in previous iterations, the numbers of rules with ranges in different positions relative to the current iteration value are deduced, and from these values, the goodness of the iteration value is calculated. After iteration of all range end values within the studied dimension, the iteration value with the best goodness is selected.

AI classification

AI hardware1.00
Knowledge representation0.99
Vision0.99
Evolutionary computation0.97
Planning0.60
Machine learning0.29
Speech0.00
Natural language0.00

Ownership

SFNT FINLAND OY

assignment · 152150805

SAFENET, INC.

namechg · 206090987

SSH COMMUNICATIONS SECURITY CORP.

assignment · 289060136

INSIDE SECURE

assignment · 297480128

Assignors

OKSANEN, KENNETH

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

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