Distributed Edge Partitioning for Trillion-edge Graphs

Distributed Edge Partitioning for Trillion-edge Graphs

16 August 2019

Masatoshi Hanai

Toyotaro Suzumura

Georgios Theodoropoulos

Papers citing "Distributed Edge Partitioning for Trillion-edge Graphs"

12 / 12 papers shown

Title
Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning Zezhong Ding Yongan Xiang Shangyou Wang Xike Xie S. K. Zhou 21 3 0 28 Feb 2024
CUTTANA: Scalable Graph Partitioning for Faster Distributed Graph Databases and Analytics Milad Rezaei Hajidehi Sraavan Sridhar Margo Seltzer 28 2 0 13 Dec 2023
2SFGL: A Simple And Robust Protocol For Graph-Based Fraud Detection Zhirui Pan Guangzhong Wang Zhaoning Li Lifeng Chen Yang Bian Zhongyuan Lai FedML 18 2 0 12 Oct 2023
An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training Nikolai Merkel Daniel Stoll R. Mayer Hans-Arno Jacobsen GNN 19 1 0 29 Aug 2023
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Jana Vatter R. Mayer Hans-Arno Jacobsen GNN AI4TS AI4CE 31 23 0 23 May 2023
Partitioner Selection with EASE to Optimize Distributed Graph Processing Nikolai Merkel R. Mayer Tawkir Ahmed Fakir Hans-Arno Jacobsen 24 5 0 11 Apr 2023
Out-of-Core Edge Partitioning at Linear Run-Time R. Mayer Kamil Orujzade Hans-Arno Jacobsen 17 19 0 23 Mar 2022
Scaling Knowledge Graph Embedding Models Nasrullah Sheikh Xiao Qin B. Reinwald Chuan Lei 26 5 0 08 Jan 2022
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing Tianfeng Liu Yangrui Chen Dan Li Chuan Wu Yibo Zhu Jun He Yanghua Peng Hongzheng Chen Hongzhi Chen Chuanxiong Guo GNN 26 77 0 16 Dec 2021
Hybrid Edge Partitioner: Partitioning Large Power-Law Graphs under Memory Constraints R. Mayer Hans-Arno Jacobsen 14 30 0 23 Mar 2021
Time-Efficient and High-Quality Graph Partitioning for Graph Dynamic Scaling Masatoshi Hanai Nikos Tziritas Toyotaro Suzumura Wentong Cai Georgios Theodoropoulos 16 0 0 18 Jan 2021
Towards Federated Graph Learning for Collaborative Financial Crimes Detection Toyotaro Suzumura Yi Zhou Natahalie Barcardo Guangann Ye Keith Houck ... Yuji Watanabe Pablo S. Loyola Daniel Klyashtorny Heiko Ludwig Kumar Bhaskaran FedML 14 70 0 19 Sep 2019