The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 29, 2020

Filed:

May. 09, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Daniel Rosa, Highland, NY (US);

Donald William Schmidt, Stone Ridge, NY (US);

Nicholas R. Jones, Poughkeepsie, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/34 (2006.01); H04L 29/08 (2006.01); G06F 11/30 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 11/3433 (2013.01); G06F 11/3006 (2013.01); G06F 11/3419 (2013.01); G06F 11/3442 (2013.01); G06N 20/00 (2019.01); H04L 67/1008 (2013.01);
Abstract

A computer-implemented method for diagnosing workload performance problems in computer servers includes measuring activity metrics. The method further includes aggregating activity metrics for each user. The method further includes generating condensed diagnostic data for identifying workload performance problems on a synchronized, regular interval. Generating the diagnostic data includes grouping users into buckets based on bucket and user attributes. Generating the diagnostic data includes aggregating activity metrics across all users in each bucket. Generating the diagnostic data includes including one or more most significant users and corresponding activity metrics for each activity in each bucket, and recording bucket contents. Diagnostic data can be generated in a human consumable form for human analysis or in a machine consumable form for machine analysis through machine learning.


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