article thumbnail

Supporting Diverse ML Systems at Netflix

The Netflix TechBlog

In addition to Spark, we want to support last-mile data processing in Python, addressing use cases such as feature transformations, batch inference, and training. Occasionally, these use cases involve terabytes of data, so we have to pay attention to performance. A key challenge in creating a knowledge graph is entity resolution.

Systems 226
article thumbnail

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 session, we present our human-centric design principles that enable the autonomy our engineers enjoy. Wednesday?—?December

AWS 100
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

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 session, we present our human-centric design principles that enable the autonomy our engineers enjoy. Wednesday?—?December

AWS 100
article thumbnail

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 session, we present our human-centric design principles that enable the autonomy our engineers enjoy. Wednesday?—?December

AWS 37
article thumbnail

Microservices Adoption in 2020

O'Reilly

Technical roles represented in the “Other” category include IT managers, data engineers, DevOps practitioners, data scientists, systems engineers, and systems administrators. Just under 44% cited the benefit of “better overall scalability,” followed (43%) by “more frequent code refreshes.”

Database 135