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Ray Summit 2024

09 . 30 . 2024 , 03:00 PM (PST)

Ray Summit 2023

09 . 18 . 2023 , 03:30 PM (PST)

Powering Open Data Hub with Ray

06 . 23 . 2021 , 08:35 PM (PST)

Introducing Amazon SageMaker Kubeflow Reinforcement Learning Pipelines for Robotics

06 . 23 . 2021 , 08:35 PM (PST)

Software 2.0 Needs Data 2.0: A New Way of Storing and Managing Data for Efficient Deep Learning

06 . 23 . 2021 , 08:35 PM (PST)

Mars-on-Ray: Accelerating Large-scale Tensor and DataFrame Workloads

06 . 23 . 2021 , 08:35 PM (PST)

A Growing Ecosystem of Scalable ML Libraries on Ray

06 . 23 . 2021 , 08:35 PM (PST)

Using RLLib in an Enterprise Scale Reinforcement Learning Solution

06 . 23 . 2021 , 08:35 PM (PST)

The Journey from AI to Bedside: Translating Academic Research to Serving Patients Using Ray

06 . 23 . 2021 , 08:00 PM (PST)

A Deep Dive into Ray’s Scheduling Policy

06 . 23 . 2021 , 08:00 PM (PST)

Machine Learning and Microbiology in the Cloud Through Ray

06 . 23 . 2021 , 08:00 PM (PST)

Anomaly Detection on Remote Sensing with Ray + Horovod

06 . 23 . 2021 , 08:00 PM (PST)

Applying Ray and RLlib to Real-life Industrial Use Cases

06 . 23 . 2021 , 08:00 PM (PST)

Large Scale Data Loading and Data Preprocessing with Ray

06 . 23 . 2021 , 08:00 PM (PST)

Scaling and Unifying SciKit Learn and Spark Pipelines using Ray

06 . 23 . 2021 , 07:25 PM (PST)

Building High Availability and Scalability Online Computing Applications on Ray

Tuesday, June 22, 8:45PM UTC

Tengwei Cai, Software Engineer, Ant Group

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In many computing scenarios of AntGroup, the computing application need to provide synchronous and reliable service to satisfy online financial business systems' need. We present a general framework, which empowers Ray Job to become an online application with high availability and scalability.

Speakers

Tengwei Cai

Software Engineer, Ant Group

Tengwei is a software engineer of Ant Group. He leads a team to build Ray's Yarn/Kubernetes deployment and Ray application online serving solutions.