Minghua Ma is currently a Senior Researcher at Microsoft M365 Research Group. Before joining Microsoft, he received the Ph.D. degree from Tsinghua University in 2021, under the supervision of Prof. Dan Pei. His research spans Software Engineering, Systems, and Artificial Intelligence. His research interests are primarily focused on AI for IT Operations (AIOps) / Cloud Intelligence.