Measuring Goodhart’s Law

3 years ago

Goodhart’s law famously says: “When a measure becomes a target, it ceases to be a good measure.” Although originally from…

Reinforcement Learning for Budget Constrained Recommendations

3 years ago

by Ehtsham Elahiwith James McInerney, Nathan Kallus, Dario Garcia Garcia and Justin BasilicoIntroductionThis writeup is about using reinforcement learning to construct…

Virtual Production — A Validation Framework For Unreal Engine

3 years ago

Virtual Production — A Validation Framework For Unreal EngineBy Adam Davis, Jimmy Fusil, Bhanu Srikanth and Girish BalakrishnanGame Engines in Virtual ProductionThe use…

Data Mesh — A Data Movement and Processing Platform @ Netflix

3 years ago

Data Mesh — A Data Movement and Processing Platform @ NetflixBy Bo Lei, Guilherme Pires, James Shao, Kasturi Chatterjee, Sujay Jain, Vlad SydorenkoBackgroundRealtime…

Formulating ‘Out of Memory Kill’ Prediction on the Netflix App as a Machine Learning Problem

3 years ago

by Aryan Mehrawith Farnaz Karimdady Sharifabad, Prasanna Vijayanathan, Chaïna Wade, Vishal Sharma and Mike SchassbergerAim and Purpose — Problem StatementThe purpose of…

How Netflix Content Engineering makes a federated graph searchable (Part 2)

3 years ago

By Alex Hutter, Falguni Jhaveri, and Senthil SayeebabaIn a previous post, we described the indexing architecture of Studio Search and…

Scaling Appsec at Netflix (Part 2)

3 years ago

By Astha Singhal, Lakshmi Sudheer, Julia KnechtThe Application Security teams at Netflix are responsible for securing the software footprint that we…

A Survey of Causal Inference Applications at Netflix

3 years ago

At Netflix, we want to entertain the world through creating engaging content and helping members discover the titles they will…

Evolution of ML Fact Store

3 years ago

by Vivek KaushalAt Netflix, we aim to provide recommendations that match our members’ interests. To achieve this, we rely on Machine…

How Netflix Content Engineering makes a federated graph searchable

3 years ago

By Alex Hutter, Falguni Jhaveri and Senthil SayeebabaOver the past few years Content Engineering at Netflix has been transitioning many…