InfoQ - MLOps - News https://www.infoq.com InfoQ MLOps News feed How Discord Scaled its ML Platform from Single-GPU Workflows to a Shared Ray Cluster https://www.infoq.com/news/2025/12/discord-ray/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=MLOps-news <img src="https://res.infoq.com/news/2025/12/discord-ray/en/headerimage/generatedHeaderImage-1764719109269.jpg"/><p>Discord has detailed how it rebuilt its machine learning platform after hitting the limits of single-GPU training. The changes enabled daily retrains for large models and contributed to a 200% uplift in a key ads ranking metric.</p> <i>By Matt Foster</i> Machine Learning Platform Engineering Kubernetes MLOps Architecture & Design AI, ML & Data Engineering news Wed, 03 Dec 2025 11:34:00 GMT https://www.infoq.com/news/2025/12/discord-ray/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=MLOps-news Matt Foster 2025-12-03T11:34:00Z /news/2025/12/discord-ray/en