Clustering analysis for the management of self-monitoring device networks

5th International Conference on Autonomic Computing, ICAC 2008

Volumn , Issue , 2008, Pages 55-64

  Quiroz, Andres ^a   Parashar, Manish ^a   Gnanasambandam, Nathan ^b   Sharma, Naveen ^b  

^a RUTGERS UNIVERSITY   (United States)

^b Xerox Research   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BOOLEAN FUNCTIONS; COMPUTER NETWORKS; FINANCIAL DATA PROCESSING; FLOW OF SOLIDS;

AUTONOMIC COMPUTING; CLUSTERING ANALYSIS; INTERNATIONAL CONFERENCES;

CLUSTERING ALGORITHMS;

EID: 51649102103     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICAC.2008.30     Document Type: Conference Paper

References (17)

1. E. Kiciman and Y.-M. Wang, "Discovering correctness constraints for self-management of system configuration," in Proceedings of the First International Conference on Autonomic Computing, New York, NY, May 2004, pp. 28-35.
2. M. Chen, A. X. Zheng, J. Lloyd, M. I. Jordan, and E. Brewer, "Failure diagnosis using decision trees," in Proceedings of the First International Conference on Autonomic Computing, New York, NY, May 2004, pp. 36-37.
3. G. Jiang, H. Chen, C. Ungureanu, and K. Yoshihira, "Multi-resolution abnormal trace detection using varied-length n-grams and automata," in Proceedings of the 2nd International Conference on Autonomic Computing, Seattle, WA, June 2005, pp. 111-122.
4. G. Jiang, H. Chen, and K. Yoshihira, "Discovering likely invariants of distributed transaction systems for autonomic system management," Cluster Computing, vol. 9, no. 4, pp. 385-399, 2006.
5. A. K. Jain and R. C. Dubes, Algorithms for Clustering Data, A. R. Series, Ed. Prentice Hall, 1988.
6. M. Ester, H.-P. Kriegel, J. Sander, and X. Xu, "A density-based algorithm for discovering clusters in large spatial databases with noise," in Proceedings of 2nd International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996.
7. R. Agrawal, J. Gehrke, D. Gunopulos, and P. Raghavan, "Automatic subspace clustering of high dimensional data for data mining applications," in Proceedings of 1998 ACM-SIGMOD Int. Conf. Management of Data, Seattle, Washington, June 1998, pp. 94-105.
8. I. Stoica, R. Morris, D. Karger, M. F. Kaashoek, and H. Balakrishnan, "Chord: A scalable peer-to-peer lookup service for internet applications," in Proceedings of ACM SIGCOMM, San Diego, CA, August 2001, pp. 149-160.
9. C. Schmidt and M. Parashar, "Flexible information discovery in descentralized distributed systems," in 12th IEEE International Symposium on High Performance Distributed Computing (HPDC-12'03), 2003.
10. H. Sagan, Space-Filling Curves. Springer-Verlag, 1994.
11. N. Jiang, C. Schmidt, V. Matossian, and M. Parashar, "Enabling applications in sensor-based pervasive environments," in Basenets 2004, San Jose, CA, October 2004.
12. S. Bandyopadhyay, C. Gianella, U. Maulik, H. Kargupta, K. Liu, and S. Datta, "Clustering distributed data streams in peer-to-peer environments," Information Sciences, vol. 176, no. 14, pp. 1952-1985, July 2006.
13. S. Datta, C. Giannella, and H. Kargupta, "K-means clustering over a large, dynamic network," in Proceedings of the Sixth SIAM International Conference on Data Mining, Bethesda, MD, April 2006.
14. M. Li, W.-C. Lee, and A. Sivasubramaniam, "Pens: An algorithm for density-based clustering in peer-to-peer systems," in Proceedings of the International Conference on Scalable Information Systems (INFOS-CALE), June 2006.
15. E. Ogston, B. Overeinder, M. van Steen, and F. Brazier, "A method for decentralized clustering in large multi-agent systems," in Proceedings of the 2nd International Joint Conference on Autonomous Agent and Multi-Agent Systems, 2003, pp. 798-796.
16. O. Babaoglu, G. Canright, A. Deutsch, G. A. D. Caro, F. Ducatelle, L. M. Gambardella, N. Ganguly, M. Jelasity, R. Montemanni, A. Montressor, and T. Urnes, "Design patterns from biology for distributed computing," ACM Transactions on Autonomous and Adaptive Systems, vol. 1, no. 1, pp. 26-66, September 2006.
17. B. Moon, H. Jagadish, and C. Faloutsos, "Analysis of the clustering properties of the hilbert space-filling curve," IEEE Transactions on Knowledge and Data Engineering, vol. 13, no. 1, pp. 124-141, Jan./Feb. 2001.