Dynamic intelligent log analysis tool

A system of comprising:

• at least one hardware processor;
• and
• a non-transitory computer-readable medium storing executable instructions that, when executed, cause the at least one hardware processor to perform operations comprising:
• obtaining a log file comprising a plurality of log entries, each log entry in the plurality of log entries comprising a corresponding error message;
• identifying a set of unique words from the error messages of the plurality of log entries;
• for each error message in the error messages of the plurality of log entries, computing a corresponding term-frequency vector based on a corresponding frequency of occurrence for each unique word of the set of unique words in the error message;
• for each error message in the error messages of the plurality of log entries, computing a corresponding similarity measure between the term-frequency vectors of the error message and every other error message of the plurality of log entries;
• for each error message in the error messages of the plurality of log entries, computing a corresponding score based on a computation of a sum of the corresponding computed similarity measures between the computed term-frequency vectors of the error message and every other error message of the plurality of log entries;
• and
• displaying an indication of one or more of the error messages of the plurality of log entries on a computing device based on the corresponding scores for the one or more of the error messages of the plurality of log entries.

A non-transitory machine-readable storage medium tangibly embodying a set of instructions that, when executed by at least one hardware processor, causes the at least one processor to perform operations comprising:

• obtaining a log file comprising a plurality of log entries, each log entry in the plurality of log entries comprising a corresponding error message;
• identifying a set of unique words from the error messages of the plurality of log entries;
• for each error message in the error messages of the plurality of log entries, computing a corresponding term-frequency vector based on a corresponding frequency of occurrence for each unique word of the set of unique words in the error message;
• for each error message in the error messages of the plurality of log entries, computing a corresponding similarity measure between the error message and every other error message of the plurality of log entries;
• for each error message in the error messages of the plurality of log entries, computing a corresponding score based on a computation of a sum of the corresponding computed similarity measures between the computed term-frequency vectors of the error message and every other error message of the plurality of log entries;
• and
• displaying an indication of one or more of the error messages of the plurality of log entries on a computing device based on the corresponding scores for the one or more of the error messages of the plurality of log entries.