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Part 1: A Survey of Analytics Engineering Work at Netflix

The Netflix TechBlog

We kick off with a few topics focused on how were empowering Netflix to efficiently produce and effectively deliver high quality, actionable analytic insights across the company. At Netflix, we seek to entertain the world by ensuring our members find the shows and movies that will thrill them. dashboarding, analysis, research, etc.).

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Title Launch Observability at Netflix Scale

The Netflix TechBlog

The Insight TriadAPI To efficiently understand the health of a title and triage issues quickly, all implementations of the observability endpoint must answer: is the title eligible for this phase of promotion, if notwhy is it not eligible, and what can be done to fix any problems. The request schema for the observability endpoint.

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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. This talk explores the journey, learnings, and improvements to performance analysis, efficiency, reliability, and security. Wednesday?—?December

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Remote Workstations for the Discerning Artists

The Netflix TechBlog

Artists like to work at places where they can create groundbreaking entertainment instead of worrying about getting access to the software or source files they need. Machine Configuration: Spinnaker Starting at the left of the chart, Spinnaker is an open-source platform that controls the creation of workstation pools.

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Unbundling the Graph in GraphRAG

O'Reilly

The haphazard results may be entertaining, although not quite based in fact. This latter approach with node embeddings can be more robust and potentially more efficient. The popular open source libraries and most of the vendor solutions promote a general notion that the “graph” in GraphRAG gets generated automatically by an LLM.

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A Recap of the Data Engineering Open Forum at Netflix

The Netflix TechBlog

A summary of sessions at the first Data Engineering Open Forum at Netflix on April 18th, 2024 The Data Engineering Open Forum at Netflix on April 18th, 2024. At Netflix, we aspire to entertain the world, and our data engineering teams play a crucial role in this mission by enabling data-driven decision-making at scale.

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

Percona

At its core, Kubernetes (often abbreviated as K8s) is an open source tool that automates the deployment, scaling, and management of containerized applications. This makes it much easier for organizations to transition to open source solutions, reduce costs, and avoid vendor lock-in.