Slide 1 Distributed Graph Analytics Imranul Hoque CS525 Spring 2013 Slide 2 Social Media Graphs encode relationships between: Big : billions of vertices and edges and rich…

Distributed Graph Analytics Distributed Graph Analytics Imranul Hoque CS525 Spring 2013 Social Media Graphs encode relationships between: Big: billions of vertices and edges…

Slide 1 Joseph Gonzalez Postdoc, UC Berkeley AMPLab [email protected] A System for Distributed Graph-Parallel Machine Learning Yucheng Low Aapo Kyrola Danny Bickson…

Distributed Graph Analytics Distributed Graph Analytics Imranul Hoque CS525 Spring 2013 Social Media Graphs encode relationships between: Big: billions of vertices and edges…

Slide 1 Joseph Gonzalez Yucheng Low Danny Bickson Distributed Graph-Parallel Computation on Natural Graphs Haijie Gu Joint work with: Carlos Guestrin PowerGraph 1 Graphs…

Slide 1 GraphX: Unifying Table and Graph Analytics Presented by Joseph Gonzalez Joint work with Reynold Xin, Daniel Crankshaw, Ankur Dave, Michael Franklin, and Ion Stoica…

Slide 1 From Graphs to Tables: The Design of Scalable Systems for Graph Analytics Joseph E. Gonzalez Post-doc, UC Berkeley AMPLab [email protected] Co-founder, GraphLab…