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Decks

Cloud Computing Made Better: An AWS View on Serverless Computing (Marvin Theimer, Amazon Web Services)

Fusion Computing at Ant Group (Dr. Charles He, Ant Group)

How Smart is the ECG? Lessons from Advanced ECG Analytics (Dr. Peter Noseworthy, Mayo Clinic College of Medicine | Mayo Clinic)

Leveraging the Possibilities of Ray Serve in Implementing a Scalable, Fully Automated Digital Authentication Service (Tanja Bayer, Widas Technologie Services GmbH)

NumS: Scalable Array Programming for the Cloud (Melih Elibol, UC Berkeley)

Achieving Scalability and Interactivity with Ray Serve (Jaehyun Sim & Amar Shah, Ikigai Labs)

Building High Availability and Scalability Online Computing Applications on Ray (Tengwei Cai, Ant Group)

Improving Ray for Large-scale Applications (Hao Chen, Ant Group)

Mobile Order Click-Through Rate (CTR) Recommendation with Ray on Apache Spark at Burger King (Kai Huang, Intel & Luyang Wang, Restaurant Brands International)

DeepCoMP: Multi-agent Reinforcement Learning for Multi-cell Selection in 5G and Beyond (Stefan Schneider, Paderborn University)

Lessons from the Kubernetes Adventure (Eric Brewer, Google | UC Berkeley)

Elements of Learning Systems (Tianqi Chen, Carnegie Mellon University | OctoML)

Responsible AI at Scale (Sarah Bird, Microsoft)

How Ray and Anyscale Make it Easy to do Massive-scale ML on Aerial Imagery (Richard Decal, Dendra Systems)

RayDP: Build Large-scale End-to-end Data Analytics and AI Pipelines Using Spark and Ray (Carson Wang, Intel Data Analytics Software Group)

Ray Internals: Object Management with the Ownership Model (Stephanie Wang & Yi Cheng, Anyscale)

Neural MMO: Building a Massively Multiagent Research Platform with Ray and RLlib (Joseph Suarez, MIT | Neural MMO)

Human-in-the-Loop Reinforcement Learning (Pieter Abbeel, UC Berkeley | Covariant | The Robot Brains Podcast)

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