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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

Systems 226
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Demystifying Interviewing for Backend Engineers @ Netflix

The Netflix TechBlog

Streaming & Gaming Technologies ( [link] ) You are a distributed systems engineer working on product backend systems that support streaming video and/or mobile & cloud games. You’re passionate about resilience, scalability, availability, and observability.

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What is chaos engineering?

Dynatrace

In 2009, the purveyor of online videos migrated to AWS cloud infrastructure to deliver its entertainment to a growing audience. It created more uncertainty than the load balancing issues the entertainment firm saw in its data centers. Unclear starting system state. How does chaos engineering work? Lack of observability.

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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. In this talk, we share how Netflix deploys systems to meet its demands, Ceph’s design for high availability, and results from our benchmarking.

AWS 100
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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. In this talk, we share how Netflix deploys systems to meet its demands, Ceph’s design for high availability, and results from our benchmarking.

AWS 100
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Ciao Milano! – An AWS Region is coming to Italy!

All Things Distributed

We needed to serve our growing base of startup, government, and enterprise customers across many vertical industries, including automotive, financial services, media and entertainment, high technology, education, and energy. The company decided it wanted the scalability, flexibility, and cost benefits of working in the cloud.

AWS 167
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Apica Helps HBO Deliver Infinite Streaming Scalability

Apica

The key to a successful launch of the new service was ensuring instant scalability to support viewer demand. In searching for a partner, HBO was impressed by Apica’s load testing capabilities including our proven performance in platform scalability and extensive experience in advanced enterprise testing.