Label-constrained shortest path query processing on road networks

Junhua Zhang1,2, Long Yuan1, Wentao Li3, Lu Qin4, Ying Zhang, Wenjie Zhang2
1Nanjing University of Science and Technology, Nanjing, China
2The University of New South Wales, Sydney, Australia
3The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China
4University of Technology Sydney, Ultimo, Australia

Tóm tắt

Từ khóa


Tài liệu tham khảo

Akiba, T., Iwata, Y., Kawarabayashi, K.I., Kawata, Y.: Fast shortest-path distance queries on road networks by pruned highway labeling. In: Proceedings ALENEX, pp. 147–154. SIAM (2014)

Arnborg, S., Corneil, D.G., Proskurowski, A.: Complexity of finding embeddings in a k-tree. SIAM J. Algebraic Discret. Methods 8(2), 277–284 (1987)

Bast, H., Delling, D., Goldberg, A.V., Müller-Hannemann, M., Pajor, T., Sanders, P., Wagner, D., Werneck, R.F.: Route planning in transportation networks. In: Algorithm Engineering—Selected Results and Surveys, vol. 9220, pp. 19–80 (2016)

Bender, M.A., Farach-Colton, M.: The LCA problem revisited. In: Gonnet, G.H., Panario, D., Viola, A. (eds.) Proceedings of LATIN 2000: Theoretical Informatics, vol. 1776, pp. 88–94 (2000)

Bonchi, F., Gionis, A., Gullo, F., Ukkonen, A.: Distance oracles in edge-labeled graphs. In: Proceedings of EDBT, pp. 547–558 (2014)

Chang, L., Yu, J.X., Qin, L., Cheng, H., Qiao, M.: The exact distance to destination in undirected world. VLDB J. 21(6), 869–888 (2012)

Chen, Z., Yuan, L., Lin, X., Qin, L., Yang, J.: Efficient maximal balanced clique enumeration in signed networks. In: Proceedings of The Web Conference 2020, pp. 339–349 (2020)

Chen, X., Peng, Y., Wang, S., Yu, J.X.: DLCR: efficient indexing for label-constrained reachability queries on large dynamic graphs. Proc. VLDB Endow. 15(8), 1645–1657 (2022)

Dibbelt, J., Strasser, B., Wagner, D.: Customizable contraction hierarchies. J. Exp. Algorithmics (JEA) 21, 1–49 (2016)

Djikstra, E.: A note on two problems in connection with graphs. Numer. Math. 1, 269–271 (1959)

Dreyfus, S.E.: An appraisal of some shortest-path algorithms. Oper. Res. 17(3), 395–412 (1969)

Geisberger, R., Sanders, P., Schultes, D., Delling, D.: Contraction hierarchies: faster and simpler hierarchical routing in road networks. In: Proceedings of WEA, pp. 319–333 (2008)

Goldberg, A.V., Harrelson, C.: Computing the shortest path: a search meets graph theory. In: Proceedings of SODA, pp. 156–165 (2005)

Greco, S., Molinaro, C., Pulice, C.: Efficient maintenance of all-pairs shortest distances. In: Proceedings of International Conference on Scientific and Statistical Database Management, pp. 1–12 (2016)

Hart, P.E., Nilsson, N.J., Raphael, B.: A formal basis for the heuristic determination of minimum cost paths. IEEE Trans. Syst. Sci. Cybern. 4(2), 100–107 (1968)

Hassan, M.S., Aref, W.G., Aly, A.M.: Graph indexing for shortest-path finding over dynamic sub-graphs. In: Proceedings of SIGMOD, pp. 1183–1197 (2016)

Jin, R., Hong, H., Wang, H., Ruan, N., Xiang, Y.: Computing label-constraint reachability in graph databases. In: Proceedings of SIGMOD, pp. 123–134 (2010)

Jung, S., Pramanik, S.: An efficient path computation model for hierarchically structured topographical road maps. IEEE TKDE 14(5), 1029–1046 (2002)

Koster, A.M.C.A., Bodlaender, H.L., van Hoesel, S.P.M.: Treewidth: computational experiments. Electron. Notes Discret. Math. 8, 54–57 (2001)

Li, Y., George, S., Apfelbeck, C., Hendawi, A.M., Hazel, D., Teredesai, A., Ali, M.H.: Routing service with real world severe weather. In: Huang, Y., Schneider, M., Gertz, M., Krumm, J., Sankaranarayanan, J. (eds.) Proceedings of SIGSPATIAL, pp. 585–588 (2014)

Li, H., Ge, Y., Hong, R., Zhu, H.: Point-of-interest recommendations: learning potential check-ins from friends. In: Proceedings of SIGKDD, pp. 975–984 (2016)

Li, Y., U, L.H., Yiu, M.L., Kou, N.M.: An experimental study on hub labeling based shortest path algorithms. Proc. VLDB Endow. 11(4), 445–457 (2017)

Li, W., Qiao, M., Qin, L., Zhang, Y., Chang, L., Lin, X.: Scaling up distance labeling on graphs with core-periphery properties. In: Proceedings of SIGMOD, pp. 1367–1381 (2020)

Liu, Y., Pham, T., Cong, G., Yuan, Q.: An experimental evaluation of point-of-interest recommendation in location-based social networks. Proc. VLDB Endow. 10(10), 1010–1021 (2017)

Liu, B., Yuan, L., Lin, X., Qin, L., Zhang, W., Zhou, J.: Efficient ($$\alpha $$, $$\beta $$)-core computation: an index-based approach. In: The World Wide Web Conference, pp. 1130–1141 (2019)

Liu, B., Yuan, L., Lin, X., Qin, L., Zhang, W., Zhou, J.: Efficient ($$\alpha $$, $$\beta $$)-core computation in bipartite graphs. VLDB J. 29(5), 1075–1099 (2020)

Ouyang, D., Qin, L., Chang, L., Lin, X., Zhang, Y., Zhu, Q.: When hierarchy meets 2-hop-labeling: efficient shortest distance queries on road networks. In: Proceedings of SIGMOD, pp. 709–724. ACM (2018)

Ouyang, D., Yuan, L., Zhang, F., Qin, L., Lin, X.: Towards efficient path skyline computation in bicriteria networks. In: International Conference on Database Systems for Advanced Applications, pp. 239–254. Springer, Berlin (2018)

Ouyang, D., Yuan, L., Qin, L., Chang, L., Zhang, Y., Lin, X.: Efficient shortest path index maintenance on dynamic road networks with theoretical guarantees. Proc. VLDB Endow. 13(5), 602–615 (2020)

Peng, Y., Zhang, Y., Lin, X., Qin, L., Zhang, W.: Answering billion-scale label-constrained reachability queries within microsecond. Proc. VLDB Endow. 13(6), 812–825 (2020)

Rice, M.N., Tsotras, V.J.: Graph indexing of road networks for shortest path queries with label restrictions. Proc. VLDB Endow. 4(2), 69–80 (2010)

Robertson, N., Seymour, P.D.: Graph minors. III. Planar tree-width. J. Comb. Theory Ser. B 36(1), 49–64 (1984)

Robertson, N., Seymour, P.D.: Graph minors. II. Algorithmic aspects of tree-width. J. Algorithms 7(3), 309–322 (1986)

Sanders, P., Schultes, D.: Highway hierarchies hasten exact shortest path queries. In: Proceedings of ESA, pp. 568–579 (2005)

Valstar, L.D.J., Fletcher, G.H.L., Yoshida, Y.: Landmark indexing for evaluation of label-constrained reachability queries. In: Proceedings of SIGMOD, pp. 345–358 (2017)

Wei, F.: TEDI: efficient shortest path query answering on graphs. In: Proceedings of SIGMOD, pp. 99–110. ACM (2010)

Wu, L., Xiao, X., Deng, D., Cong, G., Zhu, A.D., Zhou, S.: Shortest path and distance queries on road networks: an experimental evaluation. Proc. VLDB Endow. 5(5), 406–417 (2012)

Wu, X., Yuan, L., Lin, X., Yang, S., Zhang, W.: Towards efficient k-tripeak decomposition on large graphs. In: International Conference on Database Systems for Advanced Applications, pp. 604–621. Springer, Berlin (2019)

Xu, G., Xu, Y.: GPS: Theory, Algorithms and Applications. Springer, Berlin (2016)

Xu, J., Jiao, F., Berger, B.: A tree-decomposition approach to protein structure prediction. In: Proceedings of CSB, pp. 247–256. IEEE (2005)

Yuan, L., Qin, L., Lin, X., Chang, L., Zhang, W.: Diversified top-k clique search. VLDB J. 25(2), 171–196 (2016)

Yuan, L., Qin, L., Lin, X., Chang, L., Zhang, W.: Effective and efficient dynamic graph coloring. Proc. VLDB Endow. 11(3), 338–351 (2017)

Yuan, L., Qin, L., Zhang, W., Chang, L., Yang, J.: Index-based densest clique percolation community search in networks. IEEE Trans. Knowl. Data Eng. 30(5), 922–935 (2017)

Zhang, X., Özsu, M.T.: Correlation constraint shortest path over large multi-relation graphs. Proc. VLDB Endow. 12(5), 488–501 (2019)

Zhang, Y., Yu, J.X.: Relative subboundedness of contraction hierarchy and hierarchical 2-hop index in dynamic road networks. In: Ives, Z., Bonifati, A., Abbadi, A.E. (eds.) SIGMOD, pp. 1992–2005. ACM (2022)

Zhang, M., Li, L., Hua, W., Zhou, X.: Efficient 2-hop labeling maintenance in dynamic small-world networks. In: ICDE, pp. 133–144 (2021)

Zhang, J., Yuan, L., Li, W., Qin, L., Zhang, Y.: Efficient label-constrained shortest path queries on road networks: a tree decomposition approach. Proc. VLDB Endow. 15(3), 686–698 (2022)

Zhu, A.D., Ma, H., Xiao, X., Luo, S., Tang, Y., Zhou, S.: Shortest path and distance queries on road networks: towards bridging theory and practice. In: Proceedings of SIGMOD, pp. 857–868 (2013)

Zou, L., Xu, K., Yu, J.X., Chen, L., Xiao, Y., Zhao, D.: Efficient processing of label-constraint reachability queries in large graphs. Inf. Syst. 40, 47–66 (2014)