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. 03, 2021

Filed:

Dec. 17, 2018
Applicant:

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

Inventors:

Simon Brady, Dublin, IE;

Clea A. Zolotow, Key West, FL (US);

Barry Hollywood, Navan, IE;

Jørgen E. Floes, Stenløse, DK;

Pedro Soares, Silveira, PT;

Anastasios Xouzafeiris, Brno, CZ;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06N 20/00 (2019.01); G06F 17/16 (2006.01); G06F 11/07 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06F 9/466 (2013.01); G06F 11/0757 (2013.01); G06F 17/16 (2013.01); G06K 9/6278 (2013.01); G06N 20/00 (2019.01);
Abstract

A computer system manages multi-stage transactions. A plurality of response time values of transaction components for a plurality of transactions are received. Two or more transactions from the plurality of transactions are selected, wherein a quantity of the selected transactions is equal to a number of the transaction components in the plurality of transactions. Eigenvalues are calculated from the response time values for the selected transactions. The selected transactions are determined to have timed out by processing the eigenvalues using a machine learning classifier. Embodiments of the present invention further include a method and program product for managing multi-stage transactions in substantially the same manner described above.


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