1st High Performance Graph Mining workshop
10th of August | KDD 2015 conference, Sydney
Kdd 2015 BSC



The HPGM'15 is a half-day workshop (~ 4 hours). The room and exact hours will be defined soon.

08:00 - 08:10   Welcome by chairs
08:10 - 08:40  

Paper presentation: C. Pennycuff and T. Weninger

Fast, Exact Graph Diameter Computation with Vertex Programming


Paper presentation: N. Rajani, K. McArdle and I. Dhillon

Parallel k Nearest Neighbor Graph Construction Using Tree-Based Data Structures

08:40 - 09:10  

Paper presentation: C. Battaglino, R. Pienta and R. Vuduc

GraSP: Distributed Streaming Graph Partitioning

09:10 - 09:40  

Host Talk: From Deep Learning to Graph Mining

(Dario Garcia-Gasulla, BSC)

09:40 - 10:10  

Host Talk: Towards Billion-Scale Graph Processing and Management

(Toyotaro Suzumura, IBM T.J. Watson Research Center / JST)

10:10 - 11:00   Morning Break
11:00 - 11:30   Invited Talk: Jure Leskovec, Stanford University and Pinterest: RINGO: A system for interactive graph analytics
11:30 - 12:00   Invited Talk: Julian Shun, Carnegie Mellon University: Ligra: A Lightweight Graph Processing Framework for Shared Memory
12:00 - 12:30   Panel discussion, with keynote speakers and workshop chairs



The panel chair will be Toyotaro Suzumura, and discussion with the assistants will be encouraged.