We tackle some of the unique challenges of scaling multimodal machine learning models that operate on media assets (video, audio, and text).

The Netflix Tech Blog provides insights into the engineering practices, architecture, and innovations behind the Netflix streaming platform. Developers can learn about Netflix's microservices architecture, data infrastructure, and machine learning algorithms, as well as explore topics such as video encoding, content delivery, and personalization algorithms used in the Netflix service.

Netflix TechBlog

Netflix has built infrastructure components to address the challenges in scaling media machine learning. The case study focuses on scaling match cutting using the media ML infrastructure.

Scaling Media Machine Learning at Netflix