Customer Stories / Media & Entertainment

2021
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Netflix Uses Amazon FSx for Large-Scale Distributed Training of Media Machine Learning

In this Amazon Web Services (AWS) re:Invent 2021 session, learn about the challenges of scalable distributed training of media machine learning (ML) models on multi-GPU nodes used by Netflix. Discover how the Amazon FSx solution is used to resolve the data loader performance bottlenecks of the training system and see the impressive results in terms of  throughput improvements and scalability.

AWS Services Used

Amazon FSx

Amazon FSx makes it easy and cost effective to launch, run, and scale feature-rich, high-performance file systems in the cloud. It supports a wide range of workloads with its reliability, security, scalability, and broad set of capabilities.

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Explore Netflix's journey of innovation using AWS

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More Netflix Stories

Showing results: 17-20
Total results: 28

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  • United States

    Netflix

    Global Production ft. Netflix

    In this keynote presentation at SIGGRAPH 2021, Laura Teclamariam, director of product and animation at Netflix, and Rahul Dani, director of studio engineering at Netflix, discuss how content production today is truly global and what that means for storytellers.
    2020

  • United States

    Netflix

    Designing better ML systems: Learnings from Netflix

    In 2019, Netflix open-sourced Metaflow, its human-centric ML platform. In this session, Netflix shares some lessons learned in its multi-year journey building the ML systems that Metaflow incorporates, covering a diverse range of scale from one-time experimentation on laptops to large-scale model training and serving systems on AWS.
    2020

  • United States

    Netflix

    Simplifying Delivery as Code with Spinnaker and Kubernetes

    In this session, Netflix shares some lessons learned in its multi-year journey building the ML systems that Metaflow incorporates, covering a diverse range of scale from one-time experimentation on laptops to large-scale model training and serving systems on AWS.
    2020

  • United States

    Netflix

    Create from Anywhere: The Netflix Workstations Story

    In this re:Invent 2022 session, learn how Netflix used AWS services such as NICE DCV, Amazon Elastic Compute Cloud (Amazon EC2) G4 instances, and also the open source continuous delivery platform, Spinnaker, developed by Netflix as its workstation solution.
    2022
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