AUTOMATED GROUPING OF MESSAGES PROVIDED TO AN APPLICATION USING STRING SIMILARITY ANALYSIS
Patent №
US 8,078,619
Granted
2011-12-13
Filed 2010
Owner
COMPUTER ASSOCIATES THINK, INC.
Lab
—
AI components
5
ml · nlp · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
12723186
Messages which are provided to an application are monitored. Similarities between the messages are determined based on a distance algorithm, in one approach, and messages which are similar are assigned to a common group. For example, the messages may be HTTP messages which include a URL, HTTP header parameters and/or HTTP post parameters. The messages are parsed to derive a string which is used in the distance calculations. Additionally, application runtime data such as response times is obtained and aggregated for the group. Further, a representative message can be determined for each group for comparison to subsequent messages. Results can be reported which include a group identifier, representative message, count and aggregated runtime data.
AI classification
Ownership
COMPUTER ASSOCIATES THINK, INC.
assignment · 242880340
Assignors
BANSAL, JYOTI KUMAR, SEIDMAN, DAVID ISAIAH, ADDLEMAN, MARK J
On an employer assignment, the assignors are typically the inventors.