GraphLab: Large-Scale Machine Learning on Graphs (BDT204) | AWS re:Invent 2013

Опубликовано 29 ноября 2013, 22:22

GraphLab is like Hadoop for graphs in that it enables users to easily express and execute machine learning algorithms on massive graphs. In this session, we illustrate how GraphLab leverages Amazon EC2 and advances in graph representation, asynchronous communication, and scheduling to achieve orders-of-magnitude performance gains over systems like Hadoop on real-world data.