Introducing the Graph 500

By J. Ang, Brian W. Barrett, Kyle B. Wheeler, R. Murphy. 2010

479 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

GraphMat: High performance graph analytics made productive (2015, methodology): “1 RMAT Scale 20 Synthetic 8,388,608 134,215,380 Pagerank, BFS, Described in Graph500 [23] SSSP Section 5.”
Navigating the maze of graph analytics frameworks using massive graph datasets (2014, methodology): “We now describe how we use the Graph500 generator to generate both directed graphs and ratings matrices for our applications.”
OuterSPACE: An Outer Product Based Sparse Matrix Multiplication Accelerator (2018, methodology): “In Figure 6, we compare the performance-scaling of the outer product algorithm on OuterSPACE against the CPU and GPU libraries, using a set of synthetic datasets obtained from the Graph500 R-MAT data generator [46].”
Graphicionado: A high-performance and energy-efficient accelerator for graph analytics (2016, methodology): “For synthetic graphs, the Graph500 RMAT data generator [1] is used to generate the RMAT graph [10] and a bipartite graph generator described in [43] is used to generate a SB graph which has similar edge distributions with the realworld Netflix graph but at a different scale.”