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Ray

Unlocking In-Warehouse AI Pipelines: How AnalyticDB Ray Streamlines Development and O&M with Integrated Multimodal ETL+ML

This article introduces AnalyticDB Ray, a managed Ray service that integrates multimodal ETL and ML to streamline in-warehouse AI pipeline development and O&M.

Best Practices for Ray on ACK: Secure Deployment of AI Data Processing/Training/Inference Environments

This article provides best practices for securely deploying and operating Ray on Alibaba Cloud ACK for AI data processing, training, and inference environments.

Ray on Alibaba Cloud: Building an ML Platform

This blog briefly introduces Ray and KubeRay, along with the related efforts to support Ray on ACK.

Analyzing the Distributed Inference Process Using vLLM and Ray from the Perspective of Source Code

This article explores how to implement distributed inference with vLLM and Ray from a source code perspective.

Best Practices for Ray Clusters - Ray on ACK

The article discusses how to set up a Ray cluster on Alibaba Cloud ACK, and the elastic scaling capabilities facilitated by the Ray autoscaler and ACK autoscaler.