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:
May. 17, 2022

Filed:

Dec. 22, 2017
Applicant:

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

Inventors:

Amram Abutbul, Haifa, IL;

Yu Cao, Santa Clara, CA (US);

Simona Cohen, Haifa, IL;

Ahmed El Harouni, San Jose, CA (US);

Deepika Kakrania, San Jose, CA (US);

Tanveer F. Syeda-Mahmood, Cupertino, CA (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06F 9/54 (2006.01); G06F 16/901 (2019.01); G06F 16/26 (2019.01);
U.S. Cl.
CPC ...
G06N 5/045 (2013.01); G06F 9/54 (2013.01); G06F 16/26 (2019.01); G06F 16/9024 (2019.01); G06N 20/00 (2019.01);
Abstract

A multi-layer analytics framework is provided that obtains a plurality of analytics from one or more analytics source computing systems. The framework applies a wrapper to each of the analytics, where the wrapper provides a unified interface for executing the analytics regardless of the particular computer programming language used to create the analytics. The framework registers the wrapped analytics in an analytics registry, receives a request to perform an analytics operation on an input dataset, from a request computing system, and automatically generates an analytics pipeline comprising a plurality of wrapped analytics retrieved from the analytics registry. The framework executes the analytics pipeline and returns results of executing the analytics pipeline to the requestor computing system.


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