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43:56

Machine Learning at Netflix Scale

Posted by Aish Fenton  on  Oct 07, 2014 4

Aish Fenton discusses Netflix' machine learning algorithms, including distributed Neural Networks on AWS GPUs, providing insight into offline experimentation and online AB testing.

46:57

How Netflix Leverages Multiple Regions to Increase Availability: An Active-Active Case Study

Posted by Ruslan Meshenberg  on  Sep 21, 2014

Ruslan Meshenberg discusses Netflix's challenges, operational tools and best practices needed to provide high availability through multiple regions.

45:04

Engineering Velocity: Shifting the Curve at Netflix

Posted by Dianne Marsh  on  Sep 14, 2014 2

Dianne Marsh describes how Netflix' tooling, especially the continuous delivery system, allows developers to push the button for production deployment, and helps them to recover if necessary.

54:31

End to End Reactive Programming at Netflix

Posted by Jafar Husain, Matthew Podwysocki  on  Sep 14, 2014

In this talk Jafar Husain and Matthew Podwysocki explore the Reactive Extensions (Rx) library which allows to treat events as collections. Also: how Netflix uses Rx on the client and the server.

52:06

Canary Analyze All The Things: How We Learned to Keep Calm and Release Often

Posted by Roy Rapoport  on  Aug 28, 2014

Roy Rapoport discusses canary analysis deployment and observability patterns he believes that are generally useful, and talks about the difference between manual and automated canary analysis.

01:00:55

How We Built a Cloud Platform Using Netflix OSS

Posted by Carl Quinn  on  Aug 24, 2014 1

Carl Quinn explains how Riot Games built a cloud platform based on the Netflix OSS stack plus a number of other extensions including Dropwizard, Eureka, Archaius, Asgard, Edda, etc.

49:07

End-to-End Reactive Programming at Netflix

Posted by Jafar Husain, Matthew Podwysocki  on  Mar 03, 2014

Jafar Husain, Matthew Podwysocki teach developers to think about events as collections, demonstrating some basic collection operations to express complex asynchronous programs as simple expressions.

45:08

Reactive REST

Posted by Jafar Husain  on  Feb 11, 2014 3

Jafar Husain explains how Netflix uses reactive programming to build and consume REST endpoints, and how they work around the limitations of the HTTP protocol to create high-performance REST APIs.

49:25

Build Your Own PaaS the Netflix Way!

Posted by Sudhir Tonse  on  Jan 20, 2014 1

Sudhir Tonse presents Netflix' composable PaaS built with several components that have been open sourced.

41:14

Machine Learning & Recommender Systems at Netflix Scale

Posted by Xavier Amatriain  on  Jan 16, 2014

Xavier Amatriain discusses the machine learning algorithms and architecture behind Netflix' recommender systems, offline experiments and online A/B testing.

43:18

From Code to Monkeys: Continuous Delivery at Netflix

Posted by Dianne Marsh  on  Dec 16, 2013 4

Dianne Marsh presents the open source tools used by Netflix to keep the continuous delivery wheels spinning.

47:52

Evolution of the Netflix API

Posted by Ben Christensen  on  Dec 11, 2013

Ben Christensen describes Netflix API's evolution to a web service platform serving all devices and users, the challenges met in operations, deployment, performance, fault-tolerance, and innovation.

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