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I/O-complexity of graph algorithms

Publication ,  Conference
Munagala, K; Ranade, A
Published in: Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms
January 1, 1999

We show lower bounds of Ω(E/V Sort(V)) for the I/O-complexity of graph theoretic problems like connected components, biconnected components, and minimum spanning trees, where E and V are the number of edges and vertices in the input graph, respectively. We also present a deterministic O(E/V Sort(V)·max(1, log log VBD/E)) algorithm for the problem of graph connectivity, where B and D denote respectively the block size and number of disks. Our algorithm includes a breadth first search; this maybe of independent interest.

Duke Scholars

Published In

Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms

Publication Date

January 1, 1999

Start / End Page

687 / 694
 

Citation

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Munagala, K., & Ranade, A. (1999). I/O-complexity of graph algorithms. In Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms (pp. 687–694).
Munagala, K., and A. Ranade. “I/O-complexity of graph algorithms.” In Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms, 687–94, 1999.
Munagala K, Ranade A. I/O-complexity of graph algorithms. In: Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms. 1999. p. 687–94.
Munagala, K., and A. Ranade. “I/O-complexity of graph algorithms.” Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms, 1999, pp. 687–94.
Munagala K, Ranade A. I/O-complexity of graph algorithms. Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms. 1999. p. 687–694.

Published In

Proceedings of the Annual ACM-SIAM Symposium on Discrete Algorithms

Publication Date

January 1, 1999

Start / End Page

687 / 694