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Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

Systems 226
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Understanding What Kubernetes Is Used For: The Key to Cloud-Native Efficiency

Percona

It simplifies infrastructure management and is the driving force behind many cloud-native applications and services. Applications can be horizontally scaled with Kubernetes by adding or deleting containers based on resource allocation and incoming traffic demands.

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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. Instead, we provide them with delightfully usable ML infrastructure that they can use to manage a project’s lifecycle. Wednesday?—?December

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. Instead, we provide them with delightfully usable ML infrastructure that they can use to manage a project’s lifecycle. Wednesday?—?December

AWS 100
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Telltale: Netflix Application Monitoring Simplified

The Netflix TechBlog

We also highlight interesting broader events such as regional traffic evacuations and nearby deployments , information that is vital to understanding health holistically. Regional traffic evacuations. Infrastructure change events. A healthy Netflix service enables us to entertain the world. Especially during an incident.

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

All Things Distributed

Currently we have 57 Availability Zones across 19 technology infrastructure Regions. 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. million unique visits.

AWS 167
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Netflix: A Culture of Learning

The Netflix TechBlog

As a company, we aim to be curious, and to truly and honestly understand our members around the world, and how we can better entertain them. This series has focused on fixed time horizon tests: sample sizes, the proportion of traffic allocated to each treatment experience, and the test duration are all fixed in advance.

Education 238