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Part 1: A Survey of Analytics Engineering Work at Netflix

The Netflix TechBlog

We kick off with a few topics focused on how were empowering Netflix to efficiently produce and effectively deliver high quality, actionable analytic insights across the company. At Netflix, we seek to entertain the world by ensuring our members find the shows and movies that will thrill them. dashboarding, analysis, research, etc.).

Analytics 212
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Netflix at AWS re:Invent 2019

The Netflix TechBlog

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. This talk explores the journey, learnings, and improvements to performance analysis, efficiency, reliability, and security. Wednesday?—?December

AWS 38
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Engineering a Studio Quality Experience With High-Quality Audio at Netflix

The Netflix TechBlog

We’re really proud of the improvements we’ve brought to the video experience, but the focus on those makes it easy to overlook the importance of sound , and sound is every bit as important to entertainment as video. We expect these bitrates to evolve over time as we get more efficient with our encoding techniques.

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Understanding What Kubernetes Is Used For: The Key to Cloud-Native Efficiency

Percona

Kubernetes can be complex, which is why we offer comprehensive training that equips you and your team with the expertise and skills to manage database configurations, implement industry best practices, and carry out efficient backup and recovery procedures. Just consider the sheer number of people who stream Netflix every night!

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Snap: a microkernel approach to host networking

The Morning Paper

Snap: a microkernel approach to host networking Marty et al., This paper describes the networking stack, Snap , that has been running in production at Google for the last three years+. You need a lot of software engineers and the willingness to rewrite a lot of software to entertain that idea. SOSP’19. Enter Google!

Network 92
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Unbundling the Graph in GraphRAG

O'Reilly

The haphazard results may be entertaining, although not quite based in fact. This latter approach with node embeddings can be more robust and potentially more efficient. One more embellishment is to use a graph neural network (GNN) trained on the documents. RAG provides a way to “ground” answers within a selected set of content.

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Netflix at AWS re:Invent 2019

The Netflix TechBlog

Netflix shares how Amazon EC2 Auto Scaling allows its infrastructure to automatically adapt to changing traffic patterns in order to keep its audience entertained and its costs on target. Wednesday?—?December We share everything attendees need to implement CloudTrail in their own organizations.

AWS 100