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:
Aug. 27, 2024

Filed:

Jan. 05, 2022
Applicant:

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

Inventors:

Harish Bharti, Pune, IN;

Ingo Averdunk, Markt Schwaben, DE;

Shankar Sundaram Kalyana, Austin, TX (US);

Rajesh Kumar Saxena, Maharashtra, IN;

Rajib Das, Kolkata, IN;

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 11/07 (2006.01); G06F 11/34 (2006.01); G06F 11/36 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3664 (2013.01); G06F 11/0772 (2013.01); G06F 11/3409 (2013.01); G06F 11/3636 (2013.01);
Abstract

A method, computer program product, and system include a processor(s) that obtains a request for a transaction to be processed by an application in a computing system. The processor(s) applies, to the request for the transaction, an outlier detection model, to determine whether the transaction comprises attributes matching transaction tuples of one or more historical transactions identified as triggering issues in the computing system when the application processed the historical transactions. The processor(s) classifies the transaction as being an outlier transaction or as being a standard transaction, based on applying the outlier detection model. Based on determining that the transaction is an outlier transaction, concurrently with the application processing the transaction, the processor(s) turn on the debug trace to debug trace the application processing of the transaction.


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