AUTOMATIC ANALYSIS OF LOG ENTRIES THROUGH USE OF CLUSTERING

Patent №

US 8,230,259

Granted

2012-07-24

Filed 2009

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12629055

A set of log entries is automatically inspected to determine a bug. A training set is utilized to determine clustering of log identifications. Log entries are examined in real-time or retroactively and matched to clusters. Timeframe may also be matched to a cluster based on log entries associated with the timeframe. Error indications may be outputted to a user of the system in respect to a log entry or a timeframe.

AI classification

Natural language1.00
AI hardware1.00
Machine learning1.00
Planning1.00
Knowledge representation0.98
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 235890376

Assignors

FERNANDESS, YAACOV, RODEH, OHAD, SHPIGELMAN, LAVI

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

From the same owner

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