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:
Sep. 20, 2022

Filed:

Jun. 11, 2021
Applicant:

Tata Consultancy Services Limited, Mumbai, IN;

Inventors:

Rekha Singhal, Thane West, IN;

Gautam Shroff, Gurgaon, IN;

Dheeraj Chahal, Pune, IN;

Mayank Mishra, Thane West, IN;

Shruti Kunde, Thane West, IN;

Manoj Nambiar, Thane West, IN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/36 (2006.01); G06N 3/02 (2006.01); G06K 9/62 (2022.01); G06F 9/48 (2006.01); G06F 40/20 (2020.01);
U.S. Cl.
CPC ...
G06F 11/368 (2013.01); G06F 9/4843 (2013.01); G06F 11/3684 (2013.01); G06F 11/3692 (2013.01); G06K 9/6256 (2013.01); G06N 3/02 (2013.01); G06F 40/20 (2020.01);
Abstract

This disclosure relates generally to accelerating development and deployment of enterprise applications where the applications involve both data driven and task driven components in data driven enterprise information technology (IT) systems. The disclosed system is capable of determining components of the application that may be task-driven and/or those components which may be data-driven using inputs such as business use case, data sources and requirements specifications. The system is capable of determining the components that may be developed using task-driven and data-drive paradigms and enables migration of components from the task driven paradigm to the data driven paradigm. Also, the system trains a reinforcement learning (RL) model for facilitating migration of the identified components from the task driven paradigm to the data driven paradigm. The system is further capable of integrating the migrated and existing components to accelerate development and deployment an integrated IT application.


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