Netflix

Past Presentations

The WebAssembly Revolution Has Begun

WebAssembly (aka wasm) is a new, standardized compilation target for the web, shipping in all modern browsers. But since it's so low level it can be difficult to see how it will revolutionize the next generation of web apps–and definitely not just games and C++. This is a game changer for all...

Jay Phelps Senior Software Engineer @Netflix
Automating Netflix ML Pipelines With Meson

In this talk we discuss the evolution of ML automation at Netflix and how that lead us to build Meson, an orchestration system used for many of the personalization/recommendation algorithms. We will talk about challenges we faced, and what we learned automating thousands of ML pipelines with Meson.

Davis Shepherd ML Management @Netflix
Eugen Cepoi Senior Software Engineer @Netflix
NDBench: Benchmarking Microservices at Scale

Netflix runs thousands of microservices to serve more than 100M users everyday. These services are backed by large fleet of data store instances running on the public cloud. It is nearly impossible to predict the traffic patterns imposed by our architecture upon our data stores. We needed a...

Ioannis Papapanagiotou Senior Software Engineer @Netflix
Vinay Chella Cloud Data Architect @Netflix
Artwork Personalization @Netflix

For many years, the main goal of the Netflix personalized recommendation system has been to get the right titles in front each of our members at the right time. With a catalog spanning thousands of titles and a diverse member base spanning over a hundred million accounts, recommending the titles...

Justin Basilico Machine Learning Research/Engineering Director @Netflix
Building Resilience in Production Migrations

How do you migrate stateful systems with confidence? Especially when downtime is not an option? Netflix Billing Infrastructure needs to be up 24/7 to support 130+ million global customers. Billing services are the source of truth for a customer’s billing state which changes as customers...

Sangeeta Handa Engineering Manager, Billing Infrastructure @Netflix
Disenchantment: Netflix Titus, its Feisty Team, and Daemons

Disenchantment is a Netflix show following the medieval misadventures of a hard-drinking princess, her feisty elf, and her personal demon. In this talk, we will follow the story of Netflix’s container management platform, Titus, which powers critical aspects of the Netflix business (video...

Andrew Spyker Manager, Netflix Container Cloud @Netflix

Interviews

Matt Zimmer Real-time Data Infrastructure Senior Engineer @Netflix

Custom, Complex Windows @Scale Using Apache Flink

What's the focus of your work?

Recently, I’ve primarily been building data platforms. That is, platforms to enable Data and Software Engineers to collect and process data.

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Dave Hahn Sr SRE, Reliability and Chaos Engineering @Netflix

Failure at Netflix Velocity

What do you do day-to-day?

The majority of our time is focused on education, training, and follow up with other teams. We help them with instrumentation, metrics, actionable alerts, and best practices. The focus is really education and preparation.

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Justin Basilico Machine Learning Research/Engineering Director @Netflix

Artwork Personalization @Netflix

What work do you do at Netflix?

I lead one of the Machine Learning and Recommendation teams at Netflix. We're responsible for the end-to-end machine learning that decides what shows up on the Netflix homepage across all our different experiences. When you log into Netflix, my team is responsible for what rows of TV shows and movies you see on the homepage. We select...

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Sangeeta Handa Engineering Manager, Billing Infrastructure @Netflix

Building Resilience in Production Migrations

What's the focus of the work that you do today?

I lead Billing Infrastructure Engineering at Netflix. We build the infrastructure that helps Netflix collect charges from its members. Part of that is to determine who should be charged and how much through our systems. We also hold all the gift codes and balances and track them. We also support major customer workflows. Our services...

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