Abstract
In this paper we present space-query trade-offs for external memory data structures that answer shortest path queries on planar directed graphs. For any \(S = {\it \Omega}(N^{1 + \epsilon}\)) and S = O(N 2/B), our main result is a family of structures that use S space and answer queries in \(O({{N^{2}}\over{SB}})\)I/Os, thus obtaining optimal space-query product O(N 2/B). An S space structure can be constructed in \(O(\sqrt{S}\cdot {\rm sort}(N))\) I/Os, where sort(N) is the number of I/Os needed to sort N elements, B is the disk block size, and N is the size of the graph.
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References
Aggarwal, A., Vitter, J.S.: The Input/Output complexity of sorting and related problems. Communications of the ACM 31(9), 1116–1127 (1988)
Arge, L., Brodal, G.S., Toma, L.: On external memory MST, SSSP and multi-way planar graph separation. Journal of Algorithms 53(2), 186–2006 (2004)
Arge, L., Meyer, U., Toma, L.: External memory algorithms for diameter and all-pairs shortest-paths on sparse graphs. In: Díaz, J., Karhumäki, J., Lepistö, A., Sannella, D. (eds.) ICALP 2004. LNCS, vol. 3142, pp. 146–157. Springer, Heidelberg (2004)
Arge, L., Meyer, U., Toma, L., Zeh, N.: On external-memory planar depth first search. Journal of Graph Algorithms 7(2), 105–129 (2003)
Arge, L., Toma, L., Zeh, N.: I/O-efficient topological sorting of planar DAGs. In: Proc. ACM Symp. on Parallel Algorithms and Architectures (2003)
Arge, L., Zeh, N.: I/O-efficient strong connectivity and depth-first search for directed planar graphs. In: Proc. IEEE Symp. on Foundations of Computer Science, pp. 261–270 (2003)
Arikati, S., Chen, D., Chew, L., Das, G., Smid, M., Zaroliagis, C.: Planar spanners and approximate shortest path queries among obstacles in the plane. In: Díaz, J. (ed.) ESA 1996. LNCS, vol. 1136, pp. 514–528. Springer, Heidelberg (1996)
Buchsbaum, A., Goldwasser, M., Venkatasubramanian, S., Westbrook, J.: On external memory graph traversal. In: Proc. ACM-SIAM Symp. on Discrete Algorithms, pp. 859–860 (2000)
Chaudhuri, S., Zaroliagis, C.: Shortest path queries in digraphs of small treewidth. In: Fülöp, Z., Gecseg, F. (eds.) ICALP 1995. LNCS, vol. 944, pp. 244–255. Springer, Heidelberg (1995)
Chen, D., Xu, J.: Shortest path queries in planar graphs. In: Proc. ACM Symp. on Theory of Computation, pp. 469–478. ACM Press, New York (2000)
Chiang, Y., Goodrich, M., Grove, E., Tamassia, R., Vengroff, D., Vitter, J.S.: External-memory graph algorithms. In: Proc. ACM-SIAM Symp. on Discrete Algorithms, pp. 139–149 (1995)
Djidjev, H.: Efficient algorithms for shortest path queries in planar digraphs. In: D’Amore, F., Marchetti-Spaccamela, A., Franciosa, P.G. (eds.) WG 1996. LNCS, vol. 1197, pp. 151–165. Springer, Heidelberg (1997)
Djidjev, H., Pantziou, G., Zaroliagis, C.: Computing shortest paths and distances in planar graphs. In: Leach Albert, J., Monien, B., Rodríguez-Artalejo, M. (eds.) ICALP 1991. LNCS, vol. 510, pp. 327–338. Springer, Heidelberg (1991)
Frederickson, G.: Data structures for on-line updating of minimum spanning trees, with applications. SIAM J. Comput. 14(4), 781–798 (1985)
Frederickson, G.: Fast algorithms for shortest paths in planar graphs, with applications. SIAM Journal on Computing 16, 1004–1022 (1987)
Hutchinson, D., Maheshwari, A., Zeh, N.: An external-memory data structure for shortest path queries. In: Asano, T., Imai, H., Lee, D.T., Nakano, S.-i., Tokuyama, T. (eds.) COCOON 1999. LNCS, vol. 1627, pp. 51–60. Springer, Heidelberg (1999)
Kumar, V., Schwabe, E.: Improved algorithms and data structures for solving graph problems in external memory. In: Proc. IEEE Symp. on Parallel and Distributed Processing, pp. 169–177 (1996)
Lipton, R., Tarjan, R.: A separator theorem for planar graphs. SIAM Journal of Applied Math. 36, 177–189 (1979)
Maheshwari, A., Zeh, N.: I/O-optimal algorithms for planar graphs using separators. In: Proc. ACM-SIAM Symp. on Discrete Algorithms, pp. 372–381 (2002)
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Arge, L., Toma, L. (2005). External Data Structures for Shortest Path Queries on Planar Digraphs. In: Deng, X., Du, DZ. (eds) Algorithms and Computation. ISAAC 2005. Lecture Notes in Computer Science, vol 3827. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11602613_34
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DOI: https://doi.org/10.1007/11602613_34
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