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:
Jan. 13, 2026
Filed:
Aug. 17, 2022
Lti Mindtree Ltd, Mumbai, IN;
Sarvesh N, Coimbatore, IN;
Sudhir Kumar Kakumanu, Hyderabad, IN;
LTI Mindtree Ltd, Mumbai, IN;
Abstract
The invention relates to a method and system for predicting optimal configuration parameters for a data analytics engine. The method and system utilizes Supervised Machine Learning (ML) techniques for predicting optimal configuration parameters for the data analytics engine to run a specific application in a given time frame, wherein the optimal configuration includes estimating an optimal number of executor instances in real-time. The invention analyzes input parameters such as data metrics, software metrics, and hardware metrics to determine if the input parameters comprise a new dataset or a continuous dataset and deploy one or more models such as a Forecasting Model and a Regression Model. The one or more models then derive and allocate the possible number of executor instances. The executor instances allocated can be a number of executors, executor cores, the memory of executors, driver memory, and parallelism.