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Computer Science

Autonomic Databases


 External Publications on Autonomic Computing Enhancements to DB2

1. A.J. Storm, C.M. Garcia-Arellano, S. Lightstone, Y.Diao, M. Surendra, "Adaptive Self-tuning Memory in DB2 UDB", VLDB 2006, Seoul South Korea.

2. Wen-Syan Li, Daniel C. Zilio, Vishal S. Batra, Mahadevan Subramanian, Calisto Zuzarte, Inderpal Narang: Load Balancing for Multi-tiered Database Systems through Autonomic Placement of Materialized Views. ICDE 2006: 102

3. Utkarsh Srivastava, Peter Haas, Nimrod Megiddo, Volker Markl, Marsel Kutsch, Tam Minh Tran ISOMER: Consistent Histogram Construction Using Query Feedback, ICDE 2006

4. W. Li, D. Zilio, V. Batra, M. Subramanian, C. Zuzarte, I. Narang, "Load Balancing for Multi-tiered Database Systems through Autonomic Placement of Materialized Views", ICDE 2006

5. Stephan Ewen, Michael Ortega-Binderberger, Volker Markl: A Learning Optimizer for a Federated Database Management System. BTW 2005: 87-106

6. Peter J. Haas, Mokhtar Kandil, Alberto Lerner, Volker Markl, Ivan Popivanov, Vijayshankar Raman, Daniel C. Zilio: Automated statistics collection in action. SIGMOD Conference 2005: 933-935

7. Stephan Ewen, Michael Ortega-Binderberger, Volker Markl: A learning optimizer for a federated database management system. Inform., Forsch. Entwickl. 20(3): 138-151 (2005)

8. Y. Diao, C. Wah Wu, J. L. Hellerstein, A. J. Storm, M. Surendra, S. Lightstone, S. Parekh, C. Garcia-Arellano, M. Carroll, L. Chu, J. Colaco "Comparative Studies of Load Balancing With Control and Optimization Techniques" 24th American Control Conference (ACC), June 8-10, 2005, Portland, Oregon.

9. C. M. Garcia-Arellano, S. Lightstone, G. Lohman, V. Markl, A.Storm "A Self-Managing Relational Database Server: Examples from IBM’s DB2 Universal Database for Linux Unix and Windows", the IEEE Transactions on Systems, Man and Cybernetics special issue on Engineering Autonomic Systems, 2005.

10. V. Markl I. Popivanov S. Lightstone V. Raman , A. Aboulnaga , P. Haas , G. Lohman "Automated Statistics Collection in DB2 Stinger", VLDB 2004, Toronto, Canada,

11. S. Lightstone, B. Bhattacharjee "Automating the design of multi-dimensional clustering tables in relational databases", VLDB 2004, Toronto, Canada,

12. J. Rao, S. Lightstone , G. Lohman, D. Zilio , A. Storm, C. Garcia-Arellano, S. Fadden. "DB2 Design Advisor: integrated automated physical database design", VLDB 2004, Toronto, Canada

13. Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul G. Brown, Ashraf Aboulnaga: Automatic Relationship Discovery in Self-Managing Database Systems. ICAC 2004: 340-341

14. Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul Brown, Ashraf Aboulnaga: CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies. SIGMOD Conference 2004: 647-658

15. Volker Markl, Vijayshankar Raman, David E. Simmen, Guy M. Lohman, Hamid Pirahesh: Robust Query Processing through Progressive Optimization. SIGMOD Conference 2004: 659-670

16. Vijayshankar Raman, Volker Markl, David E. Simmen, Guy M. Lohman, Hamid Pirahesh: Progressive Optimization in Action. VLDB 2004: 1337-1340

17. Ihab F. Ilyas, Volker Markl, Peter J. Haas, Paul G. Brown, Ashraf Aboulnaga: CORDS: Automatic Generation of Correlation Statistics in DB2. VLDB 2004: 1341-1344

18. S. Parekh, K. R. Rose, J. L. Hellerstein, S. Lightstone, M. Huras, and V. Chang. "Throttling Utilities in the IBM DB2 Universal Database Server", Proceedings of the American Control Conference, Boston, MA, June 1, 2004.

19. A. Brown, J. Hellerstein, M. Hogstrom, T. Lau, S. Lightstone, P. Shum, M. Yost. "Benchmarking Autonomic Capabilities: Promises and Pitfalls", International Conference on Autonomic Computing (ICAC-04) York, NY, on 17-18 May 2004,

20. D. Zilio, G. Lohman, C. Zuzarte, W. Ma, S. Lightstone, B. Cochrane, H. Pirahesh."Recommending Materialized Views and Indexes by IBM's DB2 Design Advisor", International Conference on Autonomic Computing (ICAC-04) York, NY, on 17-18 May 2004.

21. Y. Diao, J. Hellerstein, A.Storm, M. Surendra, S. Lightstone, S. Parekh, C. Garcia-Arellano "Using MIMO Linear Control for Load Balancing in Computing Systems", American Control Conference, 2004.

22. Y. Diao, J. Hellerstein, A.Storm, M. Surendra, S. Lightstone, S. Parekh, C. Garcia-Arellano. "Incorporating Cost of Control Into the Design of a Load Balancing Controller", IEEE Real-Time and Embedded Technology and Application Systems Symposium, March 1, 2004,

23. R. Telford, R. Horman, S. Lightstone, N. Markov, S. O’Connell, G. Lohman. "Usability and design considerations for an autonomic relational database management system", IBM Systems Journal, Volume 42, Number 4, 2003,

24. S. Parekh, K. Rose, J. Hellerstein, V. Chang, S. Lightstone, M. Huras "A General Approach to Policy-Based Mangement of the Performance Impact of Administrative Utilities", DSOM 2003: 14th IFIP/IEEE International Workshop on Distributed Systems: Operations and Management, 20-22 October 2003, Heidelberg, Germany

25. D. Zilio, S. Lightstone, G. Lohman. "Trends in automated database design", IEEE Workshop on Autonomic Computing Principles and Architectures (AUCOPA' 2003), Banff AB, Aug. 2003.

26. S. Lightstone, B. Schiefer, D. Zilio, J. Kleewein "Autonomic Computing for Relational Databases: the ten year vision", IEEE Workshop on Autonomic Computing Principles and Architectures (AUCOPA' 2003), Banff AB, Aug. 2003.

27. S. Lightstone, J. Hellerstein, W. Tetzlaff, P. Janson, E. Lassettre, C. Norton, B. Rajaraman, L. Spainhower "Towards Benchmarking Autonomic Computing Maturity",. IEEE Workshop on Autonomic Computing Principles and Architectures (AUCOPA' 2003), Banff AB, Aug. 2003.

28. E. Kwan, S. Lightstone, B. Schiefer, A Storm, L Wu. "Automatic Configuration for IBM DB2 Universal Database: Compressing years of performance tuning experience into seconds of execution", 10th Conference on Database Systems for Business, Technology, and the Web (BTW 2003),February 26 - 28, 2003, University of Leipzig, Germany.

29. Roland Pieringer, Klaus Elhardt, Frank Ramsak, Volker Markl, Robert Fenk, Rudolf Bayer, Nikos Karayannidis, Aris Tsois, Timos K. Sellis: Combining Hierarchy Encoding and Pre-Grouping: Intelligent Grouping in Star Join Processing. ICDE 2003: 329-340

30. Volker Markl, Guy M. Lohman, Vijayshankar Raman: LEO: An autonomic query optimizer for DB2. IBM Systems Journal 42(1): 98-106 (2003)

31. Volker Markl, Guy M. Lohman: Learning table access cardinalities with LEO. SIGMOD Conference 2002: 613

32. G. Lohman, S. Lightstone "SMART: Making DB2 (More) Autonomic", VLDB 2002: 877-879,

33. S. Lightstone, G. Lohman, D. Zilio. "Toward Autonomic Computing with DB2 Universal Database", SIGMOD Record Vol 31 Number 3 September 2002,

34. D. Zilio, S. Lightstone, K. Lyons, G. Lohman (IBM) "Self-Managing Technology in IBM DB2 Universal Database" ACM CIKM 2001, Tenth International Conference on Information and Knowledge Management, Georgia Industry Session Data Management: Beyond the Traditional November 5-10, 2001 Atlanta,

35. Michael Stillger, Guy M. Lohman, Volker Markl, Mokhtar Kandil: LEO - DB2's LEarning Optimizer. VLDB 2001: 19-28


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