Big Graph Processing in MapReduce

Project Member(s): Qin, L.

Start year: 2014

Summary: 2132006 - Salary

Publications:

Huang, X, Cheng, H, Li, R-H, Qin, L & Yu, JX 2015, 'Top-K structural diversity search in large networks.', VLDB J., vol. 24, no. 3, 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 Trans. Knowl. Data Eng., vol. 27, no. 9, 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 J., vol. 24, no. 2, pp. 245-270.
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Chang, L, Lin, X, Qin, L, Yu, JX & Pei, J 1970, 'Efficiently Computing Top-K Shortest Path Join.', EDBT, 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 1970, 'Optimal Enumeration: Efficient Top-k Tree Matching.', Proc. VLDB Endow., 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 1970, 'Scalable Subgraph Enumeration in MapReduce.', Proc. VLDB Endow., 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 1970, 'Influential Community Search in Large Networks.', Proc. VLDB Endow., 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, R-H, Yu, JX, Qin, L, Mao, R & Jin, T 1970, 'On random walk based graph sampling.', ICDE, IEEE International Conference on Data Engineering, IEEE Computer Society, Seoul, South Korea, pp. 927-938.
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Qin, L, Li, R-H, Chang, L & Zhang, C 1970, 'Locally Densest Subgraph Discovery.', KDD, ACM International Conference on Knowledge Discovery and Data Mining, ACM, Sydney, Australia, pp. 965-974.
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Wen, D, Qin, L, Zhang, Y, Lin, X & Yu, JX 1970, 'I/O Efficient Core Graph Decomposition at Web Scale.', CoRR, pp. 133-144.
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Yuan, L, Qin, L, Lin, X, Chang, L & Zhang, W 1970, 'Diversified top-k clique search.', ICDE, IEEE International Conference on Data Engineering, IEEE Computer Society, South Korea, pp. 387-398.
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Wen, D, Qin, L, Zhang, Y, Lin, X & Yu, JX 2015, 'I/O Efficient Core Graph Decomposition at Web Scale'.

Zhu, Y, Yu, JX & Qin, L 2014, 'Leveraging Graph Dimensions in Online Graph Search.', Proc. VLDB Endow., vol. 8, no. 1, pp. 85-96.
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Huang, X, Cheng, H, Qin, L, Tian, W & Yu, JX 1970, 'Querying k-truss community in large and dynamic graphs.', SIGMOD Conference, 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 1970, 'Scalable big graph processing in MapReduce.', SIGMOD Conference, 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 1970, 'Contract & Expand: I/O Efficient SCCs Computing.', ICDE, IEEE International Conference on Data Engineering, IEEE Computer Society, 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, Pattern recognition, Database systems, Information systems, technologies and services not elsewhere classified