Nearly Work-Efficient Parallel DFS in Undirected Graphs

April 19, 2023 Β· Declared Dead Β· πŸ› ACM Symposium on Parallelism in Algorithms and Architectures

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Authors Mohsen Ghaffari, Christoph Grunau, Jiahao Qu arXiv ID 2304.09774 Category cs.DS: Data Structures & Algorithms Cross-listed cs.DC Citations 10 Venue ACM Symposium on Parallelism in Algorithms and Architectures Last Checked 4 months ago
Abstract
We present the first parallel depth-first search algorithm for undirected graphs that has near-linear work and sublinear depth. Concretely, in any $n$-node $m$-edge undirected graph, our algorithm computes a DFS in $\tilde{O}(\sqrt{n})$ depth and using $\tilde{O}(m+n)$ work. All prior work either required $Ξ©(n)$ depth, and thus were essentially sequential, or needed a high $poly(n)$ work and thus were far from being work-efficient.
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