SATURN 2019 has ended
Back To Schedule
Tuesday, May 7 • 10:30am - 12:00pm
Engineering Modern ML and Cloud Systems

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!

Feedback form is now closed.
In this talk, I’ll discuss my experiences in practice, the ongoing frustrations, and the challenges being faced in modern machine learning and cloud systems, with a focus on how software engineering can help us meet those challenges. In particular, I’ll describe the challenges of building real-world applications that involve machine learning and how practice is evolving to meet these challenges. This includes assurance, architecture, and practice. I’ll also explain how the widespread use of the cloud constrains design and the benefits and weaknesses of these constraints. I argue that software engineering has a role to play, perhaps more than ever, as modern practice evolves.

Watch the video.

avatar for Tim Halloran

Tim Halloran

Tim Halloran is a staff software engineer at Google Pittsburgh. He previously worked at the Java program verification startup SureLogic and spent 20 years developing software for the U.S. Air Force. He is a retired Lieutenant Colonel. Tim has a PhD from Carnegie Mellon, an M.S. in... Read More →

Tuesday May 7, 2019 10:30am - 12:00pm EDT
Grand Station 4 Sheraton Pittsburgh Hotel at Station Square