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Supporting Diverse ML Systems at Netflix

Netflix Tech

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.

System 90
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Netflix at AWS re:Invent 2019

Netflix Tech

In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. Technology advancements in content creation and consumption have also increased its data footprint. Wednesday?—?December

AWS 40
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Netflix at AWS re:Invent 2019

Netflix Tech

In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. Technology advancements in content creation and consumption have also increased its data footprint. Wednesday?—?December

AWS 40
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Microservices Done Right: Avoid the Antipatterns! Part 1

Accenture

Many organizations have seen significant improvements in critical metrics such as time to market, quality, and productivity as a result of implementing microservices. Microservices architecture has become popular over the last several years. Recently, however, there has been a noticeable backlash against microservices. Avoid the Antipatterns!

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Netflix at AWS re:Invent 2019

Netflix Tech

In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. Technology advancements in content creation and consumption have also increased its data footprint.

AWS 15