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Globalizing Productions with Netflix’s Media Production Suite
Jesse Korosi, Thijs van de Kamp, Mayra Vega, Laura Futuro, Anton MargolineThe journey from script to screen is full of challenges in the ever-evolving world of film and television. The industry has...
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How Netflix Accurately Attributes eBPF Flow Logs
By Cheng Xie, Bryan Shultz, and Christine XuIn a previous blog post, we described how Netflix uses eBPF to capture TCP flow logs at scale for enhanced cloud network insights. In this post, we delve...
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Measuring Dialogue Intelligibility for Netflix Content
Enhancing Member Experience Through Strategic CollaborationOzzie Sutherland, Iroro Orife, Chih-Wei Wu, Bhanu SrikanthAt Netflix, delivering the best possible experience for our members is at the heart...
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Behind the Scenes: Building a Robust Ads Event Processing Pipeline
Kinesh SatiyaIntroductionIn a digital advertising platform, a robust feedback system is essential for the lifecycle and success of an ad campaign. This system comprises of diverse sub-systems designed...
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FM-Intent: Predicting User Session Intent with Hierarchical Multi-Task Learning
Authors: Sejoon Oh, Moumita Bhattacharya, Yesu Feng, Sudarshan Lamkhede, Ko-Jen Hsiao, and Justin BasilicoMotivationRecommender systems have become essential components of digital services across...
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Model Once, Represent Everywhere: UDA (Unified Data Architecture) at Netflix
By Alex Hutter, Alexandre Bertails, Claire Wang, Haoyuan He, Kishore Banala, Peter Royal, Shervin AfsharAs Netflix’s offerings grow — across films, series, games, live events, and ads — so does the...
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AV1 @ Scale: Film Grain Synthesis, The Awakening
Unleashing Film Grain Synthesis on Netflix and Enhancing Visuals for MillionsLi-Heng Chen, Andrey Norkin, Liwei Guo, Zhi Li, Agata Opalach and Anush MoorthyPicture this: you’re watching a classic film,...
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Driving Content Delivery Efficiency Through Classifying Cache Misses
By Vipul Marlecha, Lara Deek, Thiara OrtizThe mission of Open Connect, our dedicated content delivery network (CDN), is to deliver the best quality of experience (QoE) to our members. By localizing our...
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Netflix Tudum Architecture: from CQRS with Kafka to CQRS with RAW Hollow
By Eugene Yemelyanau, Jake GriceIntroductionTudum.com is Netflix’s official fan destination, enabling fans to dive deeper into their favorite Netflix shows and movies. Tudum offers exclusive...
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Behind the Streams: Live at Netflix. Part 1
Behind the Streams: Three Years Of Live at Netflix. Part 1.By Sergey Fedorov, Chris Pham, Flavio Ribeiro, Chris Newton, and Wei WeiMany great ideas at Netflix begin with a question, and three years...
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