Ahmed E. Hassan
Biography
Ahmed E. Hassan is an IEEE fellow, an ACM SIGSOT Influential Educator, an IEEE TCSE Distinguished Educator, an NSERC Steacie Fellow, and a Canada Research Chair (CRC) in Software Analytics at the School of Computing at Queen’s University, Canada. His research interests include mining software repositories, empirical software engineering, load testing, and log mining. Hassan spearheaded the creation of the Mining Software Repositories (MSR) conference and its research community. Hassan serves/d on the editorial boards of IEEE Transactions on Software Engineering, Springer Journal of Empirical Software Engineering, and PeerJ Computer Science.
About the Talk
Challenges for the Industrial Adoption of AIOps Innovations
Abstract
Over the past two decades, my team has worked extensively on improving the quality of ultra-large-scale software systems. This talk discusses several AIOps innovations that we developed to cope with the enormous complexities of such systems while highlighting the key challenges that we faced ensuring the industrial adoption of such innovations.
In particular, I will emphasize that focusing on top-performing AI models is not sufficient. Instead, AIOps solutions must be trustable, interpretable, scalable, maintainable, and evaluated in context.