High Performance Big Graph Data Management, Analysis, and Mining

Fifth International Workshop on High Performance Big Graph Data Management, Analysis, and Mining
December 10, 2018

To be held in conjunction with the 2018 IEEE International Conference on Big Data (IEEE BigData 2018)
The Westin Seattle, Seattle, WA, USA

Workshop Program
December 10, 2018
8 am -- 12.15 pm

Location: Blakely, third floor, The Westin Seattle, Seattle, WA, USA

20-minute oral presentation of papers (17-minute talk and 3 minutes for Q&A)

8.05 am Opening remarks
Shaikh Arifuzzaman and Nesreen Ahmed

8:15 am Scalability Analysis of Cluster-based Betweenness Computation in Large Weighted Graphs
Andrea Castiello, Gianmarco Fucci, Angelo Furno, and Eugenio Zimeo

8:35 am PatBinQL, a compact, inference-enabled query language dedicated for RDF stream processing
Jeremy Lhez, Badre Belabbess, and Olivier Cure

8:55 am Single-Source Shortest Path Tree For Big Dynamic Graphs
Sara Riazi, Sriram Srinivasan, Sajal K. Das, Sanjukta Bhowmick, and Boyana Norris

9:15 am RECUT: RE-Compressing partially Unordered Trees
Stefan Bottcher and Rita Hartel

9:35 am Mobility Optimization on Cyber Physical System via Multiple Object Tracking and Mathematical Programming
Nozomi Hata, Takashi Nakayama, Akira Tanaka, Takashi Wakamatsu, Akihiro Yoshida, Nariaki Tateiwa, Yuri Nishikawa, Jun Ozawa, and Katsuki Fujisawa

10:00 am Coffee Break

10:20 am Keynote by Prof. Jennifer Neville

11:10 am BiasedWalk: Biased Sampling for Representation Learning on Graphs
Duong Nguyen, Fragkiskos Malliaros

11:30 am Social-Based Classification of Multiple Interactions in Dynamic Attributed Networks
Thiago H. P. Silva, Pedro O. S. Vaz de Melo, Alberto H. F. Laender

11:50 pm Automatic Hierarchical Clustering of Static Call Graphs for Program Comprehension
Gharib Gharibi, Rakan Alanazi, and Yugyung Lee

12:10 pm Closing Remarks
Nesreen Ahmed and Shaikh Arifuzzaman