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.
Patent No.:
Date of Patent:
Feb. 13, 2024
Filed:
Dec. 13, 2021
Paypal, Inc., San Jose, CA (US);
Srinivasan Manoharan, San Jose, CA (US);
Vinesh Chirakkil, San Jose, CA (US);
Jun Zhu, San Jose, CA (US);
Christopher S. Purdum, Sunnyvale, CA (US);
Sahil Dahiya, San Jose, CA (US);
Gurinder Grewal, San Jose, CA (US);
Harish Nalagandla, San Jose, CA (US);
Girish Sharma, San Jose, CA (US);
PayPal, Inc., San Jose, CA (US);
Abstract
Methods and systems for using machine learning to automatically determine a data loading configuration for a computer-based rule engine are presented. The computer-based rule engine is configured to use rules to evaluate incoming transaction requests. Data of various data types may be required by the rule engine when evaluating the incoming transaction requests. The data loading configuration specifies pre-loading data associated with at least a first data type and lazy-loading data associated with at least a second data type. Statistical data such as use rates and loading times associated with the various data types may be supplied to a machine learning module to determine a particular loading configuration for the various data types. The computer-based rule engine then loads data according to the data loading configuration when evaluating a subsequent transaction request.