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Cao, Nairen; Fineman, Jeremy T.; Russell, Katina; Yang, Eugene (, ACM Transactions on Algorithms)This article presents I/O-efficient algorithms for topologically sorting a directed acyclic graph and for the more general problem identifying and topologically sorting the strongly connected components of a directed graph G = ( V, E ). Both algorithms are randomized and have I/O-costs O ( sort ( E ) ยท poly(log V)), with high probability, where sort ( E ) = O( E / B log M / B ( E/B )) is the I/O cost of sorting an | E |-element array on a machine with size- B blocks and size- M cache/internal memory. These are the first algorithms for these problems that do not incur at least one I/O per vertex, and as such these are the first I/O-efficient algorithms for sparse graphs. By applying the technique of time-forward processing, these algorithms also imply I/O-efficient algorithms for most problems on directed acyclic graphs, such as shortest paths, as well as the single-source reachability problem on arbitrary directed graphs.more » « less
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Cao, Nairen; Fineman, Jeremy T; Russell, Katina; Yang, Eugene (, Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete Algortihms)
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