Ilya Kolchinsky

Red Hat Research Quarterly

About the author

Ilya Kolchinsky is a research scientist with Red Hat Research and Technion, Israel Institute of Technology. He has a PhD and BSc in Computer Science, both from the Technion. Ilya’s research interests span a wide range of topics in big data processing, such as distributed event-based systems, data stream mining, and applications of AI and machine learning in stream processing engines.

Articles by this author

When machine learning meets big data processing: From human-native tasks to machine-native tasks

Since the inception of artificial intelligence research, computer scientists have aimed to devise machines that think and learn like human beings. What else could AI do?

Test case prioritization: towards high-reliability continuous integration

A new project seeks to make effective testing more compatible with expeditious releases In August 2021, a team of graduate students from IDC Herzliya, a leading research college in Israel, began working on a test case prioritization (TCP) project under the guidance of senior engineers from Red Hat. The goal of the TCP project is […]

Matchmaking for engineers: how we learned to bring research and industry together in a way that works

Successful industry-academia relationships don’t just happen. Here’s what it takes to start a collaboration and make it work. As a research supervisor, one of my most important tasks is finding a good fit between engineers with a problem and academicians who can collaborate with them on a project to explore some aspect of that problem. […]