Linear Work Generation of R-MAT Graphs

May 09, 2019 Β· Declared Dead Β· πŸ› Network Science

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Authors Lorenz HΓΌbschle-Schneider, Peter Sanders arXiv ID 1905.03525 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DC, cs.DM, cs.SI Citations 13 Venue Network Science Last Checked 3 months ago
Abstract
R-MAT is a simple, widely used recursive model for generating `complex network' graphs with a power law degree distribution and community structure. We make R-MAT even more useful by reducing the required work per edge from logarithmic to constant. The algorithm works in an embarrassingly parallel way.
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