US 12,111,755 B2
Generating test data for application performance
Anna Tatunashvili, Bratislava (SK); Rupam Bhattacharjee, Karimganj (IN); Siba Prasad Satapathy, Bangalore (IN); George Thayyil Jacob Sushil, Bangalore (IN); and Jozef Fekiac, Dublin (IE)
Assigned to International Business Machines Corporation, Armonk, NY (US)
Filed by International Business Machines Corporation, Armonk, NY (US)
Filed on Jan. 31, 2022, as Appl. No. 17/649,535.
Application 17/649,535 is a continuation of application No. 17/026,478, filed on Sep. 21, 2020, granted, now 11,237,951, issued on Feb. 1, 2022.
Prior Publication US 2023/0244596 A1, Aug. 3, 2023
Prior Publication US 2024/0104009 A9, Mar. 28, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 11/36 (2006.01); G06F 11/34 (2006.01)
CPC G06F 11/3692 (2013.01) [G06F 11/3414 (2013.01); G06F 11/3684 (2013.01); G06F 11/3688 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for extracting test datasets for testing and resource optimization, the method comprising:
executing a test run on a full dataset of a job;
generating, by an analysis and impact scoring engine, an impact scoring table of job transformations based on a source code analysis;
generating data extraction rules based on the impact scoring table;
extracting a test dataset based on the data extraction rules;
evaluating the data extraction rules against user defined thresholds, and preparing a representative test dataset; and
outputting, via a user interface on a computing device, the representative test dataset to a user.