-
9:00am • Welcome & Keynotes Introduction
-
9:00am • Keynote: The Future of Ray - Robert Nishihara, CEO & Co-founder, Anyscale
-
9:15am • Keynote: Programming the Cloud as Easily as your Laptop - Ion Stoica, Executive Chairman, Anyscale | Professor, University of California Berkeley
-
9:30am • Keynote: Anyscale Product Demo - Edward Oakes, Software Engineer, Anyscale
-
10:15am • Keynote: Scalable Python We Can Afford - Wes McKinney, Director of Ursa Labs, Creator of Python Pandas Project
-
10:30am • Keynote: Easier Machine Learning Thoughts From Scikit-Learn - Gaël Varoquaux, Research Director, Inria
-
10:50am • Break
-
10:50am • Stretching Break: Shoulders & Neck - Maryam Sharifzadeh, Office Yoga
-
11:20am • Keynote: ML for Systems and Chip Design - Azalia Mirhoseini, Senior Research Scientist, Google Brain
-
11:40am • Keynote: Modern App Development - Adrian Cockcroft, VP Cloud Architecture Strategy, AWS
-
12:00pm • Keynote: Artificial Innovation Accelerates Artificial Intelligence - David Patterson, Professor Emeritus, Professor in the Graduate School, UC Berkeley
-
12:30pm • Beach Party Break
-
12:30pm • Break
-
12:50pm • Keynote: AI for Financial Services - Manuela Veloso, Head of AI Research, J.P. Morgan
-
1:10pm • Keynote: Machine Learning & A.I. At Uber - Zoubin Ghahramani, Chief Scientist & VP, Artificial Intelligence, Uber Technologies
-
1:30pm • Break
-
1:30pm • Disco Party Break
-
9:00am • Ray Internals: A Peek at `ray.get` - Stephanie Wang, Anyscale
-
9:35am • RLlib: Scalable RL for TensorFlow, PyTorch, and Beyond - Eric Liang, Anyscale
-
10:10am • What's New with Ray Libraries: Tune - Richard Liaw, Anyscale
-
11:10am • Introducing Ray Serve: Scalable and Programmable ML Serving Framework - Simon Mo, Anyscale
-
11:45am • Debugging and Observability for Distributed Ray Applications - SangBin Cho, Anyscale
-
12:20pm • Advanced Ray RLlib: New Features and New Possibilities - Sven Mika, Anyscale
-
4:50pm • Using Ray On Large-scale Applications at Ant Group - Jiaying Zhou, Ant Group
-
5:25pm • Java API and Cross Language Programming on Ray - Hao Chen, Ant Group