CHAOS: A data stream analysis architecture for enterprise applications

2009 IEEE Conference on Commerce and Enterprise Computing, CEC 2009

Volumn , Issue , 2009, Pages 33-40

  Gupta, Chetan ^a   Wang, Song ^a   Ari, Ismail ^a   Hao, Ming ^a   Dayal, Umeshwar ^a   Mehta, Abhay ^a   Marwah, Manish ^a   Sharma, Ratnesh ^a  

^a HEWLETT PACKARD LABORATORIES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION TECHNIQUES; COMPLEX EVENT PROCESSING; DATA CENTERS; DATA STREAM; ENTERPRISE APPLICATIONS; NEAR-REAL-TIME PROCESSING; NOVEL CONCEPT; STREAM PROCESSING; TEMPERATURE ANALYSIS;

COMMERCE; COMPUTER SCIENCE;

CHAOS THEORY;

EID: 70449373411     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2009.74     Document Type: Conference Paper

References (23)

1. D. Abadi, D. Carney, U. Cetintemel, M. Cherniack, C. Convey, S. Lee, M. Stonebraker, N. Tatbul, and S. Zdonik. Aurora: A new model and architecture for data stream management. VLDB Journal, 12(2):120-139, August 2003.
2. S. Agarwal, R. Agrawal, P. M. Deshpande, A. Gupta, J. F. Naughton, R. Ramakrishnan, and S. Sarawagi. On the computation of multidimensional aggregates. VLDB'96, pages 506-521.
3. B. Babcock, S. Babu, M. Datar, R. Motwani, Widom J., Models and issues in data stream systems, ACM PODS, 2002, June, pp 1-16.
4. R. S. Barga, J. Goldstein, M. H. Ali, M. Hong, Consistent Streaming Through Time: A Vision for Event Stream Processing. CIDR 2007, pp. 363-374.
5. S. Chawathe, V. Krishnamurthy, S. Ramachandran, and S. Sarma. Managing RFID data. VLDB'04.
6. C. Forgy, "Rete: A Fast Algorithm for the Many Pattern/Many Object Pattern Match Problem", Artificial Intelligence, 19, pp 17-37, 1982.
7. J. Han, Y. Chen, G. Dong, J. Pei, B. W. Wah, J. Wang, Y. D. Cai. Stream cube: An architecture for multi-dimensional analysis of data streams. Distributed and Parallel Databases, 2005, 18(2): 173-197.
8. V. Harinarayan, A. Rajaraman, and J. D. Ullman. Implementing data cubes efficiently. SIGMOD'96.
9. T. Li, Q. Li, S. Zhu and M. Ogihara, A survey on wavelet applications in data mining, SIGKDD Explor. Newsletter, 4(2), 49-68, 2002.
10. A. Shukla, P. Deshpande, and J. F. Naughton. Materialized view selection for multidimensional datasets. VLDB'98.
11. P. Vassiliadis, T. Sellis, 1999. A survey of logical models for OLAP databases. SIGMOD Rec. 28, 4 (Dec. 1999), 64-69.
12. M. Marwah, R. Sharma, L. Bautista, and W. Lugo. Stream mining of sensor data for anomalous behavior detection in data centers. Technical report, Hewlett Packard Labs, 2008.
13. M. Hao, U. Dayal, D. A. Keim, T. Schreck. Multi-Resolution Techniques for Visual Exploration of Large Time-Series Data. Proc. of Eurographics/IEEE-VGTC Symposium on Visualization, pp. 27-34, 2007.
14. M. Hao, U. Dayal, D. A. Keim, R. K. Sharma, A. Mehta Visual Analytics of Anomaly Detection in Large Data Streams. Proc. Of Data Visualization Analysis Conference. 1/09, Ca.
15. M. Hao, D. A. Keim , U. Dayal, D. Oelke, C. Tremblay. Density Displays for Data Stream Monitoring. Proc. of Eurographics/IEEE-VGTC Symposium on Visualization, pp. 27-34, 2008.
16. M. Hao, U. Dayal, D. A. Keim, D. Morent. Intelligent Visual Analytics Queries. IEEE Symposium on Visual Analytics Science and Technology, pp. 91-98, 2007.
17. C.E. Bash, R. Sharma, C. Patel, "Dynamic thermal Management of Datacenters", 2006 Intersociety Conference on Thermal and Thermo-mechanical Phenomena in Electronic Systems (ASME/IEEE), San Diego, CA
18. R. Sharma et al., "On building Next Generation Data Centers: Energy Flow in the Information Technology Stack", ACM Compute 2008, Bangalore, Paper 143.
19. Marwah, Sharma, Patel, Shih, Bhatia, Mekanapurath, Velayudhan, "Data analysis, Visualization and Knowledge Discovery in Sustainable Data Centers", ACM Compute 2009, Bangalore, Paper 111
20. Patel et al., 2006, "Energy flow in the information technology stack: Introducing the coefficient of performance of the ensemble", ASME Intl. Mech. Eng. Cong. Expo (IMECE) 2006
21. Sharma, R.K., Bash, C.E. and Patel, C.D., "Dimensionless parameters for evaluation of thermal design and performance of large-scale data centers", 8th ASME/AIAA Joint Thermophysics and Heat Transfer Conf., AIAA-2002-3091, St. Louis, MO., June 2002
22. Sharma, R.K., Bash, C.E. and Patel, C.D., "Experimental investigation of design and performance of data centers", ASME/IEEE ITherm 2004, Las Vegas, NV, June 2004.
23. http://www.jboss.org/drools/featuresandscreenshots.html