The strategy of mining association rule based on cloud computing

Proceedings of the 2011 International Conference on Business Computing and Global Informatization, BCGIn 2011

Volumn , Issue , 2011, Pages 475-478

  Li, Lingjuan ^a   Zhang, Min ^a  

^a NANJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Apriori; Association rule mining; Cloud computing; MapReduce; Parallel

Indexed keywords

ALLOCATION METHODS; APRIORI; APRIORI ALGORITHMS; ASSOCIATION RULE MINING; COMPUTING ENVIRONMENTS; DATA SETS; FREQUENT ITEMSET MINING; HIGHER EFFICIENCY; IMPROVED ALGORITHM; MAP-REDUCE; MASS DATA; MINING ASSOCIATION RULES; PARALLEL; PARALLEL ASSOCIATION RULE MINING; PROGRAMMING MODELS; TESTING PERFORMANCE;

ALGORITHMS; ASSOCIATION RULES; COMPUTER PROGRAMMING; COMPUTER SYSTEMS; DATA MINING;

CLOUD COMPUTING;

EID: 80052885267     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BCGIn.2011.125     Document Type: Conference Paper

References (10)

1. A Weiss. "Computing in Clouds", ACM Networker, 11(4):18-25, Dec.2007.
2. R Buyya, CS Yeo, S Venugopal, Market-Oriented Cloud Computing: Vision, Hype, and Reality for Delivering IT Services as Computing Utilities. Proceedings of the 2008 10th IEEE International Conference on High Performance Computing and Communications. Vol.00, pp, 5-13, 2008.
3. Apache, "Hadoop", http://lucene.apache.org/hadoop/, 2006.
4. Zhu Zhu. Research and Application of Massive Data Processing Model Based on Hadoop [D]. Beijing: Beijing University of Posts and Telecommunications, 2008.
5. Shao Feng jing, Yu Zhong qing. Principle and Algorithm of Data Mining [M]. Beijing: China WaterPower Press, 2003. 2, 126-170.
6. Cheng Shu tong, Xu Cong fu. State of art on association rules mining technology. Application Research of Computers, 2009, 9, 26(9): 3210-3213.
7. R. Agrawal and J.C. Shafer. Parallel mining of association rules. IEEE Transactions on Knowledge and Data Eng., 8(6):962-969, December 1996. (Pubitemid 126774152)
8. Liu Huayuan, Yuan Qinqin, Wang Baobao. Survey of Parallel Algorithms for Data Mining [J]. Electronic Science and Technology, 2006(1): 65-73.
9. Jeffrey Dean, Sanjay Ghemawat, MapReduce: Simplified data processing on large clusters, Communications of the ACM 51 (1) (2008) 107-113.
10. R. Agrawal and R. Srikant. Quest Synthetic Data Generator. IBM Almaden Research Center, San Jose, California, http://www.Almaden.ibm.com/cs/quest/ syndata.html