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How Netflix Uses Scala

16 engineering articles about Scala from Netflix's engineering team

Articles

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Beginner
The article discusses Psyberg, a tool developed by Netflix to automate the end-to-end catchup of data pipelines, particularly focusing on how it manages late-arriving data and enhances workflow eff...
Netflix Technology Blog
7 min read
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Intermediate
The article discusses Netflix's efforts to scale its media machine learning infrastructure, focusing on the challenges faced by media ML practitioners and the solutions developed to optimize and st...
Netflix Technology Blog
12 min read
Includes Code
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Advanced
The article discusses the implementation of sample data pipelines using Dataflow at Netflix, focusing on bootstrapping, standardization, and automation of batch data pipelines.
Netflix Technology Blog
17 min read
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Advanced
The article discusses the management of data pipeline assets at Netflix using a tool called Dataflow.
Netflix Technology Blog
15 min read
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Intermediate
This article features an interview with Dhevi Rajendran, a Data Engineer at Netflix, discussing her journey into data engineering, her role in the Growth Data Science and Engineering team, and her ...
Netflix Technology Blog
7 min read
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Advanced
The article announces the open-source launch of Polynote, a polyglot notebook designed for data scientists and machine learning researchers.
Netflix Technology Blog
12 min read
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Intermediate
The article discusses Netflix's reimagined experimentation analysis infrastructure, focusing on how data scientists can now contribute more effectively to A/B testing through a modular architecture.
Netflix Technology Blog
9 min read
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Advanced
The article discusses Netflix's innovative approach to Jupyter notebooks, emphasizing their evolution from niche tools to integral components of the Netflix Data Platform.
Netflix Technology Blog
16 min read
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Intermediate
The article discusses Netflix's use of Apache Spark for enhancing its recommendation systems, detailing three key projects presented at the Spark+AI Summit 2018.
Netflix Technology Blog
5 min read
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Intermediate
The article discusses Netflix's participation in AWS re:Invent 2017, highlighting various talks and sessions led by Netflix engineers.
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Intermediate
The article discusses Meson, a workflow orchestration and scheduling framework developed by Netflix to manage machine learning (ML) pipelines for video recommendations.
Netflix Technology Blog
8 min read
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Advanced
PigPen is a new map-reduce language designed for Clojure that simplifies the process of writing map-reduce queries.
Netflix Technology Blog
20 min read
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Advanced
The article discusses the winners of the Netflix Open Source Software Cloud Prize, highlighting their contributions to the NetflixOSS ecosystem.
Netflix Technology Blog
9 min read
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Intermediate
The article discusses the nominations for the Netflix Open Source Software Cloud Prize, highlighting various innovative contributions from developers and companies aimed at enhancing NetflixOSS.
Netflix Technology Blog
11 min read
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Advanced
The article discusses the implementation of reactive programming in the Netflix API using RxJava, highlighting the benefits of server-side concurrency and the challenges associated with traditional...
Netflix Technology Blog
9 min read
Includes Code
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Intermediate
Edda is a service developed by Netflix to track changes in AWS resources, allowing for quick querying and historical analysis of cloud deployments.
Netflix Technology Blog
6 min read
Includes Code
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