All Posts

blog-deployment-graph-api-thumb

05 . 18 . 2022

Multi-model composition with Ray Serve deployment graphs

By Jiao Dong, 
Shreyas Krishnaswamy, 
Simon Mo and 
Edward Oakes
blog-ray-1-12-thumb

04 . 14 . 2022

Ray 1.12: Ray AI Runtime (alpha), usage data collection, and more

By Paige Bailey, 
Richard Liaw, 
Jian Xiao and 
Chandler Gibbons
blog-ray-serve-flask-thumb

03 . 02 . 2022

Deploying XGBoost models with Ray Serve

By Simon Mo and 
Chandler Gibbons
blog-serving-pytorch-models-thumb

02 . 23 . 2022

Serving PyTorch models with FastAPI and Ray Serve

By Simon Mo and 
Chandler Gibbons
Fig 2 ml models blog

02 . 04 . 2022

Considerations for deploying machine learning models in production: Part 2

By Jules S. Damji
Figure2

01 . 05 . 2022

Building an end-to-end ML pipeline using Mars and XGBoost on Ray

By Chaokun Yang and 
Yiming Yu
Heureka_Ray

12 . 20 . 2021

Cost Effective Machine Learning with Ray

By Miha Jenko
figure 1

11 . 22 . 2021

Running and Monitoring Distributed ML with Ray and whylogs

By Anthony Naddeo and 
Danny Leybzon
Identity Card Recognition

11 . 09 . 2021

Leveraging the Possibilities of Ray Serve in Implementing a Scalable, Fully Automated Digital Verification Service

By Tanja Bayer
hutomRay

10 . 26 . 2021

How Hutom.io uses Ray and PyTorch to Scale Surgical Video Analysis and Review

By Jihun Yoon
Where Ray Serve Fits In

10 . 01 . 2021

Serving ML Models in Production: Common Patterns

By Simon Mo, 
Edward Oakes and 
Michael Galarnyk
Ant Ray Serving Architecture

09 . 08 . 2021

Building Highly Available and Scalable Online Applications on Ray at Ant Group

By Tengwei Cai, 
Yang Liu and 
Chengxi Luo
ikigaiDashboard

08 . 19 . 2021

How Ikigai Labs Serves Interactive AI Workflows at Scale using Ray Serve

By Jaehyun Sim and 
Amar Shah
PyTorch + Ray

03 . 02 . 2021

Getting Started with Distributed Machine Learning with PyTorch and Ray

By Michael Galarnyk, 
Richard Liaw and 
Robert Nishihara
Ray x mlflow

01 . 13 . 2021

Ray & MLflow: Taking Distributed Machine Learning Applications to Production

By Amog Kamsetty and 
Archit Kulkarni
Ray Serve plus FastAPI

12 . 08 . 2020

How to Scale Up Your FastAPI Application Using Ray Serve

By Archit Kulkarni
ray-1.0 image

09 . 30 . 2020

Announcing Ray 1.0

By Eric Liang
RSC4-eventbrite-1

08 . 12 . 2020

Videos and Slides for the Fourth Ray Summit Connect, August 12, 2020

By Dean Wampler