STARWEST 2024 Concurrent Session : Leveraging Machine Learning to Uncover the Value of Automated Tests with Machine Learning in Test Log Analysis


Thursday, October 5, 2023 - 9:45am to 10:45am

Leveraging Machine Learning to Uncover the Value of Automated Tests with Machine Learning in Test Log Analysis

In today's rapidly evolving digital landscape, companies must keep pace with the speed of development and delivery. Agile, CI, and CD practices have revolutionized the way teams approach software development, but testing must also be done at a faster and continuous rate. With thousands of tests being conducted across hundreds of runs, tracking test results can be overwhelming. That's where the power of Machine Learning comes in. This session will showcase, an open-source AI-powered test automation dashboard. Discover how Machine Learning is being used to extract valuable insights from test logs, categorize test failures, and provide real-time reporting from multiple, distributed or remote environments. Learn how to implement on your project, customize dashboards and metrics tracking, and integrate it with your CI tools such as Jenkins. Discover the path to Continuous Testing, unifying all layer of automation testing results in a single persistent testing results dashboard for your team, and minimize the team effort of test failure triaging by means of the Machine Learning.

Dmitriy Gumeniuk
EPAM Systems

Dmitriy Gumeniuk is the Head of Testing Products, Senior Delivery Manager at EPAM Systems, a leading global provider of digital platform engineering and software development services. Dmitriy led development of solution accelerators at Test Competency Center, focusing of Machine Learning and Neural Networks usage in test automation such as Healenium, Drill4J, and ReportPortal. With 17 years of experience in software development, he has provided a technical leadership for java development teams and can advance test automation at any scale. Dmitriy contributes to DevTestOps local communities by leading local meetups, actively speaking at events in CIS and eastern Europe region, and organizing DelEx Conference, which aims to inspire DevTestOps practice. He is the Product Owner of and moved to the United States in 2021. He is also known as Dzmitry Humianiuk.