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IMPLENTING K-MEANS ITERATION CLUSTERING IN HADOOP MAP/REDUCE A PROJECT REPORT Submitted by ABIRAMI.R (100105311003) BABY LALITHA.S (100105311008) NITHYA.C (100105311043) RADHA.S (100105311048) in partial fulfillment for the award of the degree of BACHELOR OF ENGINEERING in COMPUTER SCIENCE AND ENGINEERING NANDHA COLLEGE OF TECHNOLOGY, ERODE ANNA UNIVERSITY :: CHENNAI 600 025 APRIL 2014 ANNA UNIVERSITY:: CHENNAI 600 025
BONAFIDE CERTIFICATE
Certified that this project report “IMPLEMENTING K-MEANS ITERATION CLUSTERING IN HADOOP MAP/REDUCE” is the bonafide work of “ABIRAMI.R (100105311003), BABY LALITHA.S (100105311008), NITHYA.C (100105311043), RADHA.S (100105311048)” who carried out the project work under my supervision.
SIGNATURE SIGNATURE
Mr. M.VIJAYAKUMAR M.E., Mr. P.KUMAR M.E., MISTE.,(Ph.D).,
HEAD OF THE DEPARTMENT SUPERVISER
Associate Professor, Assistant Professor,
Department of Computer Science Department of Computer Science and Engineering, and Engineering,
Nandha College of Technology, Nandha College of Technology,
Erode -52. Erode -52.
Submitted for the university project viva – voce examination held on ………….....
--------------------------------- ----------------------------------
Internal Examiner External Examiner
ACKNOWLEDGEMENT
We express our thanks to our beloved Chairman of Sri Nandha Educational Trust Thiru. V. Shanmugan, B.Com., and our beloved Secretaries, Thiru. S. Nandhakumar Pradeep, M.B.A., of Sri Nandha Educational Trust and Thiru. S. Thirumoorthi, B.P.T., of Sri Nandha
BONAFIDE CERTIFICATE
Certified that this project report “IMPLEMENTING K-MEANS ITERATION CLUSTERING IN HADOOP MAP/REDUCE” is the bonafide work of “ABIRAMI.R (100105311003), BABY LALITHA.S (100105311008), NITHYA.C (100105311043), RADHA.S (100105311048)” who carried out the project work under my supervision.
SIGNATURE SIGNATURE
Mr. M.VIJAYAKUMAR M.E., Mr. P.KUMAR M.E., MISTE.,(Ph.D).,
HEAD OF THE DEPARTMENT SUPERVISER
Associate Professor, Assistant Professor,
Department of Computer Science Department of Computer Science and Engineering, and Engineering,
Nandha College of Technology, Nandha College of Technology,
Erode -52. Erode -52.
Submitted for the university project viva – voce examination held on ………….....
--------------------------------- ----------------------------------
Internal Examiner External Examiner
ACKNOWLEDGEMENT
We express our thanks to our beloved Chairman of Sri Nandha Educational Trust Thiru. V. Shanmugan, B.Com., and our beloved Secretaries, Thiru. S. Nandhakumar Pradeep, M.B.A., of Sri Nandha Educational Trust and Thiru. S. Thirumoorthi, B.P.T., of Sri Nandha
References: 1. Dean, J., Ghemawat, S.: MapReduce: Simplified Data Processing on Large Clusters.Communications of The ACM 51(1), 107–113 (2008) 2 3. Lammel, R.: Google’s MapReduce Programming Model - Revisited. Science of Computer Programming 70, 1–30 (2008) 4 5. Ghemawat, S., Gobioff, H., Leung, S.: The Google File System. In: Symposium on Operating Systems Principles, pp. 29–43 (2003) 6 7. Borthakur, D.: The Hadoop Distributed File System: Architecture and Design (2007) 8 9. Apache Hadoop. http://hadoop. apache. org/ J. Venner, Pro Hadoop. Apress, June 22, 2009 10 13. F. P. Junqueira, B. C. Reed. "The life and times of a zookeeper, " In Proc. of the 28th ACM Symposium on Principles of Distributed Computing, Calgary, AB, Canada, August 10-12, 2009 Full Text: Access at ACM 14 15. Description if Single Node Cluster Setup at: http://www. michael-noll. com/tutorials/running-hadoop-on-ubuntu-l inux-single-node-cluster/ visited on 21st January, 2012 16