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:
Jan. 02, 2024

Filed:

Mar. 29, 2022
Applicant:

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

Inventors:

Vitobha Munigala, Secunderabad, IN;

Diptikalyan Saha, Bangalore, IN;

Sattwati Kundu, Bangalore, IN;

Geetha Adinarayan, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/00 (2006.01); G06F 11/07 (2006.01); G06N 5/04 (2023.01); G06F 16/23 (2019.01);
U.S. Cl.
CPC ...
G06F 11/0793 (2013.01); G06F 11/0745 (2013.01); G06F 11/0751 (2013.01); G06F 16/2379 (2019.01); G06N 5/04 (2013.01);
Abstract

A system, computer program product, and method are presented for providing replacement data for data in a time series data stream that has issues indicative of errors, where the data issues and the replacement data are related to one or more KPIs. The method includes determining one or more predicted replacement values for potentially erroneous data instances in the time series data stream. The method further includes resolving the potentially erroneous data instances with one predicted replacement value of the one or more predicted replacement values in the time series data stream.


Find Patent Forward Citations

Loading…