Xiaoyu Zhai

Updated on 2022/08/19

Introduction

• Senior Machine Learning Engineer
• Ray Community Member
• Ray Forward Meetup 2022 Speaker
• Kubeflow Community Member
• KubeCon + CloudNativeCon 2021 Speaker
• Kubeflow Training & AutoML Summit 2021 Speaker

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Projects

Veloce: A low-code Ray-based parallelization library that makes machine learning computation novel, efficient, and heterogeneous

From 2022/03 | Independent Developer | Repo

DGL Operator: The DGL Operator makes it easy to run Deep Graph Library (DGL) graph neural network training on Kubernetes

From 2021/04 | Independent Developer | Repo

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Talkings

Veloce: A Ray Train-based low code library that makes ML computation novel and heterogeneous

2022/08/06 @ Ray Forward 2022 | Anyscale Blog

DGL Operator: Distributed Graph Neural Network Training with DGL and K8s

2021/12/10 @ KubeCon + CloudNativeCon + Open Source Summit China 2021 | Schedule | YouTube Recording in Chinese

DGL Operator and Graph Training

2021/07/16 @ AutoML and Training Summit 2021 | Schedule | YouTube Recording | Arrikto Blog

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Writings

DGL Operator: A graph neural network training controller based on AWS DGL and Kubernetes

2021/07 | zyun Blog | zyun on Wechat | 360 Technology on Wechat