US 2026/0099429 A1 · AUTOMATED MICROSERVICE TESTING

Abstract

A computer-implemented method and system can be used to test a code modification for a microservice application. The code modification is analyzed using a machine learning model trained on historical test run results and code change data, Based on the analysis, a subset of test cases relevant to the code modification are predicted and selected from a test case repository. The selected subset of test cases can be executed to test the code modification. If the test cases are stored in natural language, natural language processing can be used to determine actionable words and assign weightages from the test case information. Test scripts can be developed based on the determined actionable words and assigned weightages.

Claims20

Dependent claims

A computer system comprising:

a distributed computing environment configured to deploy a plurality of microservices, each microservice configured to perform a function of a cloud service;
a version control system configured manage code modifications for the microservices;
a machine learning model trained on historical test run results and code change data;
a test case repository storing a plurality of test cases;
and
a test execution engine configured to
receive a code modification for one of the microservices;
analyze the code modification using the machine learning model;
and
select a subset of the test cases from the test case repository based on the analysis of the code modification, the selected subset of test cases being executable to test the received code modification.

7 more elements

Dependencies are inferred from the claim text.

Facts

Application

18/980,377Filed 13 Dec 2024

Priority

IN 2024410758037 Oct 2024

Published

9 Apr 2026

Term ends

Not estimatedThe source records don’t support an estimate.

Classification7 codes

G06F 11/368
Test management: for test version control, e.g. updating test cases to a new software version
G06F 11/3684
Test management: for test design, e.g. generating new test cases
G06F 11/3688
Test management: for test execution, e.g. scheduling of test suites
G06N 5/01
Computing arrangements using knowledge-based models: dynamic search techniques; Heuristics; Dynamic trees; Branch-and-bound

Automated microservice testing

Life of this patent

Automated microservice testing

Life of this patent

Abstract

Claims20