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:
Jul. 19, 2022

Filed:

Feb. 15, 2018
Applicant:

Tata Consultancy Services Limited, Mumbai, IN;

Inventors:

Brajesh Singh, Mumbai, IN;

Sachin Shetty, Mumbai, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G06F 7/22 (2006.01); G06F 17/18 (2006.01); G06F 16/242 (2019.01); G06Q 10/06 (2012.01); G06Q 10/04 (2012.01);
U.S. Cl.
CPC ...
G06N 5/047 (2013.01); G06F 7/22 (2013.01); G06F 16/2433 (2019.01); G06F 17/18 (2013.01); G06Q 10/04 (2013.01); G06Q 10/063 (2013.01);
Abstract

System and method for multi-core processing based time series management, capable of handling high volume time series data with high speed processing for time series forecasting. The method includes storing each time series as a Structured Query Language (SQL) array in a single row using a plurality of time series parameters. Further, stored plurality of time series are analyzed on receiving a forecast request using a correlation based pattern detection mechanism. The pattern detection mechanism enables deriving a subset of forecasting models, from which an optimal or best-fit forecasting model is identified to generate one or more forecasted time series.


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