PoTra, a structure-aware graph transposition algorithm, separates high-degree and low-degree vertices to keep per-thread counters in cache and reports up to 8.7x speedups on large graphs.
The software heritage graph dataset: Public software development under one roof,
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On Optimizing Locality of Graph Transposition on Modern Architectures
PoTra, a structure-aware graph transposition algorithm, separates high-degree and low-degree vertices to keep per-thread counters in cache and reports up to 8.7x speedups on large graphs.