High-Throughput Graph Abstraction at Netflix: Part I

By Oleksii Tkachuk , Kartik Sathyanarayanan , Rajiv Shringi Introduction Netflix has a diverse range of graph use cases, each serving specific business needs with unique functionality and performance requirements. These use cases fall into two broad categories: OLAP : These use cases typically involve open-ended and algorithmic exploration of large graph datasets. They often utilize industry-standard models and languages such as RDF with SPARQL, Property Graphs with Gremlin or openCypher, and even SQL.