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1. Streamlining Membership Data Engineering at Netflix with Psyberg

The Netflix TechBlog

By Abhinaya Shetty , Bharath Mummadisetty At Netflix, our Membership and Finance Data Engineering team harnesses diverse data related to plans, pricing, membership life cycle, and revenue to fuel analytics, power various dashboards, and make data-informed decisions.

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Presentation: Managing 238M Memberships at Netflix

InfoQ

Surabhi Diwan discusses how the Netflix’ membership team outgrew many of its technology and architectural choices as memberships went from a few hundred thousand to 200 million. By Surabhi Diwan

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Our First Netflix Data Engineering Summit

The Netflix TechBlog

Psyberg, An Incremental ETL Framework Using Iceberg Abhinaya Shetty and Bharath Mummadisetty, Data Engineers from Netflix’s Membership Data Engineering team, introduce Psyberg, an incremental ETL framework.

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Bloom Filters: Efficient Data Filtering With Practical Applications

DZone

Bloom filters are probabilistic data structures that allow for efficient testing of an element's membership in a set. They effectively filter out unwanted items from extensive data sets while maintaining a small probability of false positives. Since their invention in 1970 by Burton H.

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Exploring the Improved CREATEROLE Attribute for User Management in PostgreSQL 16

Percona

In PostgreSQL 16, users with the CREATEROLE attribute do not have the ability to grant membership of a role to anyone; they can only grant membership to roles for which they have the ADMIN OPTION. Let me try to explain this with the help of an example.

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2. Diving Deeper into Psyberg: Stateless vs Stateful Data Processing

The Netflix TechBlog

By Abhinaya Shetty , Bharath Mummadisetty In the inaugural blog post of this series, we introduced you to the state of our pipelines before Psyberg and the challenges with incremental processing that led us to create the Psyberg framework within Netflix’s Membership and Finance data engineering team.

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Break the bias: International Women’s Day 2022

Dynatrace

Growing membership and growing influence. Dynaspace for Women has grown to a membership of over 250 members, and we have started several initiatives, and joined others ongoing within Dynatrace. Women of all ages need to feel represented, and in 2022 we can be a part of sharing our stories with the world.

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