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Automating Netflix ML Pipelines with Meson
39:05
Summary
Davis Shepherd and Eugen Cepoi discuss the evolution of ML automation at Netflix and how that lead them to build Meson, an orchestration system used for many of the personalization / recommendation algorithms. They talk about challenges they faced, and what they learned automating thousands of ML pipelines with Meson.
Bio
Davis Shepherd develops Netflix’s next generation of ML pipeline management software. Eugen Cepoi is Senior Software Engineer in the personalization infrastructure team at Netflix, where he focuses on developing the ML pipeline management software.
About the conference
Software is changing the world. QCon empowers software development by facilitating the spread of knowledge and innovation in the developer community. A practitioner-driven conference, QCon is designed for technical team leads, architects, engineering directors, and project managers who influence innovation in their teams.
Jan 23, 2018