Big Graph Processing in MapReduce

Project Member(s): Qin, L.

Start year: 2014

Summary: 2132006 - Salary

Publications:

Wen, D, Qin, L, Zhang, Y, Lin, X & Yu, JX 2016, 'I/O Efficient Core Graph Decomposition at Web Scale.', CoRR.

Huang, X, Cheng, H, Li, R-H, Qin, L & Yu, JX 2015, 'Top-K structural diversity search in large networks.', The VLDB Journal, vol. 24, pp. 319-343.
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Li, Z, Qin, L, Cheng, H, Zhang, X & Zhou, X 2015, 'TRIP: An Interactive Retrieving-Inferring Data Imputation Approach.', IEEE Transactions on Knowledge and Data Engineering, vol. 27, pp. 2550-2563.
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Zhang, Z, Yu, JX, Qin, L, Chang, L & Lin, X 2015, 'I/O efficient: computing SCCs in massive graphs', VLDB Journal, vol. 24, no. 2, pp. 245-270.
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Chang, L, Lin, X, Qin, L, Yu, JX & Pei, J 2015, 'Efficiently Computing Top-K Shortest Path Join', Proceedings of the 18th International Conference on Extending Database Technology, EDBT 2015, Brussels, Belgium, March 23-27, 2015., Extending Database Technology, OpenProceedings.org, Belgium, pp. 133-144.
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Chang, L, Lin, X, Zhang, W, Yu, JX, Zhang, Y & Qin, L 2015, 'Optimal Enumeration: Efficient Top-k Tree Matching', Proceedings of the VLDB Endowment, International Conference on Very Large Databases, VLDB Endowment, Kahola Coast, Hawaii, pp. 533-544.
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Lai, L, Qin, L, Lin, X & Chang, L 2015, 'Scalable Subgraph Enumeration in MapReduce.', Proceedings of the VLDB Endowment, International Conference on Very Large Databases, VLDB Endowment, Kohala Coast, Hawaii, pp. 974-985.
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Li, R-H, Qin, L, Yu, JX & Mao, R 2015, 'Influential Community Search in Large Networks', Proceedings of the VLDB Endowment, International Conference on Very Large Databases, Proceedings of the Vldb Endowment International Conference on Very Large Data Bases, Kohala Coast, Hawaii, pp. 509-520.
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Li, RH, Yu, JX, Qin, L, Mao, R & Jin, T 2015, 'On random walk based graph sampling', Proceedings - International Conference on Data Engineering, IEEE International Conference on Data Engineering, IEEE, Seoul, South Korea, pp. 927-938.
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Qin, L, Li, RH, Chang, L & Zhang, C 2015, 'Locally densest subgraph discovery', Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, ACM International Conference on Knowledge Discovery and Data Mining, ACM, Sydney, Australia, pp. 965-974.
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Yuan, L, Qin, L, Lin, X, Chang, L & Zhang, W 2015, 'Diversified top-k clique search', Proceedings - International Conference on Data Engineering, IEEE International Conference on Data Engineering, IEEE, South Korea, pp. 387-398.
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Zhu, Y, Yu, JX & Qin, L 2014, 'Leveraging graph dimensions in online graph search', Proceedings of the VLDB Endowment, vol. 8, no. 1, pp. 85-96.
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Huang, X, Cheng, H, Qin, L, Tian, W & Yu, JX 2014, 'Querying k-truss community in large and dynamic graphs', International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014, ACM Special Interest Group on Management of Data Conference, ACM, Utah, USA, pp. 1311-1322.
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Qin, L, Yu, JX, Chang, L, Cheng, H, Zhang, C & Lin, X 2014, 'Scalable big graph processing in MapReduce', International Conference on Management of Data, SIGMOD 2014, Snowbird, UT, USA, June 22-27, 2014, ACM Special Interest Group on Management of Data Conference, ACM, Utah, USA, pp. 827-838.
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Zhang, Z, Qin, L & Yu, JX 2014, 'Contract & Expand: I/O Efficient SCCs Computing', IEEE 30th International Conference on Data Engineering, Chicago, ICDE 2014, IL, USA, March 31 - April 4, 2014, IEEE International Conference on Data Engineering, IEEE, Chicago, IL, pp. 208-219.
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FOR Codes: Database Management, Pattern Recognition and Data Mining, Information Processing Services (incl. Data Entry and Capture), Electronic Information Storage and Retrieval Services, Expanding Knowledge in the Information and Computing Sciences