Fast Triangle Counting

September 16, 2023 Β· Declared Dead Β· πŸ› IEEE Conference on High Performance Extreme Computing

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Authors David A. Bader arXiv ID 2309.09064 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DC Citations 8 Venue IEEE Conference on High Performance Extreme Computing Last Checked 4 months ago
Abstract
Listing and counting triangles in graphs is a key algorithmic kernel for network analyses including community detection, clustering coefficients, k-trusses, and triangle centrality. We design and implement a new serial algorithm for triangle counting that performs competitively with the fastest previous approaches on both real and synthetic graphs, such as those from the Graph500 Benchmark and the MIT/Amazon/IEEE Graph Challenge. The experimental results use the recently-launched Intel Xeon Platinum 8480+ and CPU Max 9480 processors.
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