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:
Jun. 13, 2023

Filed:

Mar. 28, 2019
Applicant:

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

Inventors:

Lukasz G. Cmielowski, Cracow, PL;

Bartlomiej T. Malecki, Slomniki, PL;

Rafal Bigaj, Cracow, PL;

Maria H. Oleszkiewicz, Smardzowice, PL;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/901 (2019.01); G06N 3/08 (2023.01); G06F 16/00 (2019.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/00 (2019.01); G06F 16/901 (2019.01); G06N 3/08 (2013.01);
Abstract

Aspects of the present invention provide an approach for exposing payloads from non-integrated machine learning systems. A generic binding identifier is established to represent a machine learning (ML) system among a set of non-integrated learning systems. A generic subscription identifier is established to represent a deployed model in the ML system. Payload data including a user request, a response, the generic binding identifier, and the generic subscription identifier are received from the ML system and stored in a database for later analysis to identify any issues related to the deployed model.


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