Data Warehousing and OLAP

A Research-Oriented Bibliography

Number of links: 187, last updated : Wed Jul 7 08:56:07 2004.

Table of content

Conferences and Workshops
1. Conferences - 2 entries
2. Workshops - 3 entries
Data Warehousing
1. Data integration - 1 entries
2. Design - 6 entries
3. General - 14 entries
4. Performance and Storage - 3 entries
5. Projects - 7 entries
6. Selecting Views to Materialize - 9 entries
7. Vendor Specific - 1 entries
8. Warehouse Maintenance - 29 entries
OLAP
1. Cube Maintenance - 4 entries
2. Data Sets - 2 entries
3. General - 3 entries
4. Indexing - 16 entries
5. Location-Based Computing - 1 entries
6. Modeling - 6 entries
7. Open Source Software - 1 entries
8. Query Languages - 12 entries
9. Query evaluation - General - 24 entries
10. Query evaluation - Iceberg - 2 entries
11. Query evaluation - Parallel - 2 entries
12. Query evaluation - Range Queries - 4 entries
13. Spatio-Temporal Applications - 6 entries
14. Storage and Chunks - 9 entries
15. Vendor Specific - 2 entries
16. Visualization - 3 entries
17. White Papers - 12 entries
18. XML - 3 entries

Content

Conferences and Workshops
1. Conferences
  - VLDB: Very Large Data Base.
  - EDBT: Extending Database Technology.
2. Workshops
Data Warehousing
1. Data integration
  - H. Fan and A. Poulovassilis, Using automed metadata in data warehousing environments, DOLAP, 2003.
2. Design
  - Michel Schneider, Well-formed data warehouse structures, DMDW, 2003.
  - Sergio Lujan-Mora and Juan Trujillo, A comprehensive method for data warehouse design, DMDW, 2003.
  - Hajer Baazaoui Zghal, Sami Faiz, and Henda Ben Ghezala, Casme: a case tool for spatial data marts design and generation, DMDW, 2003.
  - Veronika Peralta and Raul Ruggia, Using design guidelines to improve data warehouse logical design, DMDW, 2003.
  - Andreas Bauer, Wolfgang Hümmer, Wolfgang Lehner, and Lutz Schlesinger, A decathlon in multidimensional modelling: open issues and some solutions, DaWaK, 274--285, 2002.
  - freedatawarehouse.com, Dimensional modeling tutorial.
3. General
  - Rob Weir, Taoxin Peng, and Jon Kerridge, Best practice for implementing a data warehouse: a review for strategic alignment, DMDW, 2003.
  - J. Gray, H. Schek, M. Stonebraker, and J. Ullman, Lowell report, 2003.
  - Stefano Rizzi, Open problems in data warehousing: eight years later, DMDW, 2003 (Keynote slides).
  - Eva Kühn, The zero-delay data warehouse: mobilizing heterogeneous databases, VLDB, 2003.
  - Hector Garcia-Molina, Wilburt Juan Labio, Janet Wiener, and Yue Zhuge, Distributed and parallel computing issues in data warehousing, PODC, 1998.
  - Surajit Chaudhuri and Umesh Dayal, An overview of data warehousing and OLAP technology, ACM SIGMOD Record, 26:1, 1997.
  - M.C. Wu and A.P. Buchmann, Research issues in data warehousing, BTW, 1997.
  - Phillip M. Fernandez and Donovan Schneider, The ins and outs (and everything in between) of data warehousing, ACM SIGMOD, 1996 (SIGMOD membership required).
  - Jennifer Widom, Research problems in data warehousing, Int'l Conf. on Information and Knowledge Management, 1995.
  - Data warehousing knowledge center.
  - Larry Greenfield, Data warehousing information center.
  - R. Kimball, Various articles from intelligent enterprise magazine.
  - P. Raj, Database design articles, overviews, and resources.
  - Data warehousing online.
4. Performance and Storage
  - M. Golfarelli and E. Saltarelli, The workload you have, the workload you would like, DOLAP, 2003.
  - Matthias Nicola and Haider Rizvi, Storage layout and I/O performance in data warehouses, DMDW, 2003.
  - J. P. Costa and P. Furtado, Dsqos - distributed architecture providing qos in summary warehouses, DOLAP, 2003.
5. Projects
  - Jovanka Adzic and Valter Fiore, Data warehouse population platform, DMDW, 2003.
  - Stefano Trisolini, Maurizio Lenzerini, and Daniele Nardi, Data integration and warehousing in Telecom Italia, ACM SIGMOD International Conference on Management of Data, 538--539, 1999.
  - H. Gupta and D. Srivastava, The data warehouse of newsgroups, International Conference on Database Theory, 1999.
  - M. Jarke and Y. Vassiliou, Data warehouse quality design: a review of the DWQ project, Information Quality, 1997.
  - N. Roussopoulos, C.M. Chen, S. Kelley, A. Delis, and Y.Papakonstantinou, The maryland adms project: views r us, IEEE Data Engineering Bulletin, 18:2, 19--28, 1995.
  - J. Hammer, H. Garcia-Molina, W. Labio, J. Widom, and Y. Zhuge, The Stanford data warehousing project, IEEE Data Engineering Bulletin, 18:2, 41--48, 1995.
  - G. Zhou, R. Hull, R. King, and J.-C. Franchitti, Supporting data integration and warehousing using H2O, IEEE Data Engineering Bulletin, 18:2, 29-40, 1995.
6. Selecting Views to Materialize
  - Yannis Kotidis and Nick Roussopoulos, Dynamat: a dynamic view management system for data warehouses, ACM SIGMOD, 1999.
  - D. Theodoratos and T. Sellis, Designing data warehouses, Data and Knowledge Engineering, 31:3, 279--301, 1999.
  - H. Gupta and I.S. Mumick, Selection of views to materialize under a maintenance-time constraint, International Conference on Database Theory, 1999.
  - D. Theodoratos and T. Sellis, Dynamic data warehouse design, DaWaK, 1--10, 1999.
  - E. Baralis, S. Paraboschi, and E. Teniente, Materialized view selection in a multidimensional database, VLDB, 156--165, 1997.
  - J. Yang, K. Karlapalem, and Q. Li, Algorithms for materialized view design in data warehousing environment, VLDB, 136--145, 1997.
  - D. Theodoratos and T. Sellis, Data warehouse configuration, VLDB, 126--135, 1997.
  - H. Gupta, Selection of views to materialize in a data warehouse, Intl. Conf. on Database Theory, 1997.
  - V. Harinarayan, A. Rajaraman, and J.D. Ullman, Implementing data cubes efficiently, ACM SIGMOD, 205--216, 1996.
7. Vendor Specific
  - Marc Bastien, Accessing multidimensional data types in oracle 9i release 2, DMDW, 2003.
8. Warehouse Maintenance
  - Hao Fan and Alexandra Poulovassilis, Using automed metadata in data warehousing environments, DOLAP, 86--93, 2003.
  - H. Engstrom, S. Chakravarthy, and B. Lings, Maintenance policy selection in heterogeneous Data Warehouse environments: a heuristics-based approach, DOLAP, 2003.
  - Yingwei Cui and Jennifer Widom, Lineage tracing for general data warehouse transformations, VLDB, 2001.
  - A. Gupta, I. S. Mumick, J. Rao, and K. A. Ross, Adapting materialized views after redefinitions: techniques and a performance study, Information Systems, 2001 (Special issue on Data Warehousing).
  - Y. Cui and J. Widom, Practical lineage trac ing in data warehouses, ICDE, 2000.
  - J. Yang and J. Widom, Making temporal views self-maintainable for data warehousing, ICDE, 2000.
  - Wilburt Juan Labio, Ramana Yerneni, and Hector Garcia-Molina, Shrinking the warehouse update window, ACM SIGMOD, 1999.
  - M. Bouzeghoub, F. Fabret, and M. Matulovic, Modeling data warehouse refreshment process as a workflow application, DMDW, 1999.
  - Daniel Barbará and Xintao Wu, The role of approximations in maintaining and using aggregate views, IEEE Data Engineering Bulletin, 22:4, 15-21, 1999.
  - P. Vassiliadis, M. Bouzeghoub, and C. Quix, Towards quality-oriented data warehouse usage and evolution, CAiSE, 1999 (best paper).
  - Carlos Hurtado, Alberto Mendelzon, and Alejandro Vaisman, Updating OLAP dimensions, DOLAP, 60--66, 1999.
  - J. Yang and J. Widom, Maintaining temporal views over non-historical information sources for data warehousing, ICDE, 1998.
  - Y. Zhuge and H. Garcia-Molina, Graph structured views and their incremental maintenance, ICDE, 1998.
  - H. Garcia-Molina, W. Labio, and J. Yang, Expiring data in a warehouse, VLDB, 1998.
  - H.V. Jagadish, P.P.S. Narayan, S. Seshadri, S. Sudarshan, and R. Kanneganti, Incremental organization for data recording and warehousing, VLDB, 16--25, 1997.
  - Y. Zhuge, H. Garcia-Molina, and J. L. Wiener, Consistency algorithms for multi-source warehouse view maintenance, Journal of Distributed and Parallel Databases, 1997.
  - Y. Zhuge, J. L. Wiener, and H. Garcia-Molina, Multiple view consistency for data warehousing, ICDE, 1997.
  - D. Quass and J. Widom, On-line warehouse view maintenance for batch updates, ACM SIGMOD, 393--404, 1997.
  - I.S. Mumick, D. Quass, and B.S. Mumick, Maintenance of data cubes and summary tables in a warehouse, ACM SIGMOD, 100-111, 1997.
  - N. Huyn, Multiple-view self-maintenance in data warehousing environments, VLDB, 26--35, 1997.
  - P. Scheuermann, J. Shim, and R. Vingralek, Watchman: a data warehouse intelligent cache manager, VLDB, 51--62, 1996.
  - G. Zhou, R. Hull, and R. King, Generating data integration mediators that use materialization, Journal of Intelligent Information Systems, 3:2, 99--221, 1996.
  - Y. Zhuge, H. Garcia-Molina, and J. L. Wiener, The strobe algorithms for multi-source warehouse consistency, PDIS, 1996.
  - J.L. Wiener, H. Gupta, W.J. Labio, Y. Zhuge, H. Garcia-Molina, and J. Widom, A system prototype for warehouse view maintenance, ACM Workshop on Materialized Views: Techniques and Applications, 26--33, 1996.
  - W.J. Labio and H. Garcia-Molina, Efficient snapshot differential algorithms for data warehousing, VLDB, 63--74, 1996.
  - D. Quass, A. Gupta, I.S. Mumick, and J. Widom, Making views self-maintainable for data warehousing, PDIS, 1996.
  - N. Huyn, Efficient view self-maintenance, ACM Workshop on Materialized Views: Techniques and Applications, 1996.
  - M. Staudt and M. Jarke, Incremental maintenance of externally materialized views, VLDB, 75--86, 1996.
  - Y. Zhuge, H. Garcia-Molina, J. Hammer, and J. Widom, View maintenance in a warehousing environment, ACM SIGMOD, 316--327, 1995.
OLAP
1. Cube Maintenance
  - M. Body, M. Miquel, Y. Bédard, and A. Tchounikine, Handling evolutions in multidimensional structures, ICDE, 2003.
  - Heum-Geun Kang and Chin-Wan Chung, Exploiting versions for on-line data warehouse maintenance in MOLAP servers, VLDB, 2002.
  - Johann Eder and Christian Koncilia, Evolution of dimension data in temporal data warehouses, DaWaK, 284--293, 2001.
  - Carlos Hurtado, Alberto Mendelzon, and Alejandro Vaisman, Maintaining data cubes under dimension updates, ICDE, 1999.
2. Data Sets
  - C. Hahn, S. Warren, and J. London, Edited synoptic cloud reports from ships and land stations over the globe (1982-1991), 2001.
  - S. Hettich and S. D. Bay, The UCI KDD archive, University of California, Irvine, 2000.
3. General
  - A. Shoshani, OLAP and statistical databases: similarities and differences, ACM PODS, 185--196, 1997.
  - Panos Vassiliadis and Timos Sellis, A survey on logical models for OLAP databases, DWQ-NTUA-301 (accepted for publication at SIGMOD RECORD).
  - D.J. Power, Decision support systems researcher resources.
4. Indexing
  - Ying Feng, Divykant Agrawal, Amr El Abbadi, and Ahmed Metwally, Range cube: efficient cube computation by exploiting data correlation, Department of Computer Science, University of California, Santa Barbara, 16, 2003.
  - Y. Sismanis and A. Deligiannakis, Hierarchical dwarfs for the rollup cube, DOLAP, 2003.
  - Joseph M. Hellerstein, Elias Koutsoupias, Daniel P. Miranker, Christos H. Papadimitriou, and Vasilis Samoladas, On a model of indexability and its bounds for range queries, J. ACM, 49:1, 35--55, 2002 (ACM Membership required).
  - Yannis Sismanis, Antonios Deligiannakis, Nick Roussopoulus, and Yannis Kotidis, Dwarf: shrinking the petacube, ACM SIGMOD 2002, 464--475, 2002.
  - Thomas P. Nadeau and Toby J. Teorey, A pareto model for OLAP view size estimation, CASCON, 2001.
  - Daniel Barbará and Xintao Wu, Using loglinear models to compress datacube, Web-Age Information Management, 311-322, 2000.
  - M.C. Wu and A.P. Buchmann, Encoded bitmap indexing for data warehouses, ICDE, 220-230, 1998.
  - Yannis Kotidis and Nick Roussopoulos, An alternative storage organization for ROLAP aggregate views based on cubetrees, ACM SIGMOD, 249--258, 1998.
  - C.Y. Chan and Y.E. Ioannidis, Bitmap index design and evaluation, ACM SIGMOD, 355--366, 1998.
  - W. Labio, D. Quass, and B. Adelberg, Physical database design for data warehousing, ICDE, 1997.
  - P. O'Neil and D. Quass, Improved query performance with variant indexes, ACM SIGMOD, 38--49, 1997.
  - T. Johnson and D. Shasha, Some approaches to index design for cube forests, IEEE Data Engineering Bulletin, 20:1, 27--35, 1997.
  - H. Lei and K. A. Ross, Faster joins, self-joins and multi-way joins using join indices, Next Generation Information Technologies and Systems, 1997 (Extended version to appear in Data and Knowledge Engineering).
  - H. Gupta, V. Harinarayan, A. Rajaraman, and J. Ullman, Index selection for OLAP, ICDE, 1997.
  - S. Sarawagi, Indexing OLAP data, IEEE Data Engineering Bulletin, 20:1, 36--43, 1997.
  - Informix Corporation, Informix-online extended parallel server and informix-universal server: a new generation of decision-support indexing for enterprise data warehouses.
5. Location-Based Computing
  - Christian S. Jensen, Augustas Kligys, Torben Bach Pedersen, and Igor Timko, Multidimensional data modeling for location-based services, The VLDB Journal, 13:1, 1--21, 2004 (ACM Membership required.).
6. Modeling
  - Carlos Hurtado and Alberto Mendelzon, Reasoning about summarizability in heterogeneous multidimensional schemas, ICDT, 2001.
  - Tapio Niemi, Jyrki Nummenmaa, and Peter Thanisch, Functional dependencies in controlling sparsity of OLAP cubes, DaWaK, 2000.
  - Andreas Bauer, Wolfgang Hümmer, and Wolfgang Lehner, An alternative relational OLAP modeling approach, DAWAK, 2000.
  - Matteo Golfarelli, Dario Maio, and Stefano Rizzi, Applying vertical fragmentation techniques in logical design of multidimensional databases, DaWaK, 2000.
  - M. Gyssens and L.V.S. Lakshmanan, A foundation for multi-dimensional databases, VLDB, 106--115, 1997.
  - R. Agrawal, A. Gupta, and S. Sarawagi, Modeling multidimensional databases, ICDE, 1997.
7. Open Source Software
  - Julian Hyde et al., Mondrian OLAP server, a java-based ROLAP engine running over existing relational databases.
8. Query Languages
  - A. Abello, J. Samos, and F. Saltor, Implementing operations to navigate semantic star schemas, DOLAP, 2003.
  - Alejandro Vaisman and Alberto Mendelzon, A temporal query language for OLAP: implementation and a case study, DBPL, 2001.
  - Alberto Mendelzon and Alejandro Vaisman, Temporal queries in OLAP, VLDB, 2000.
  - P. Marcel, Modeling and querying multidimensional databases: an overview., Networking and Information Systems Journal, 2:5, 515--548, 1999.
  - J.-F. Boulicaut, P. Marcel, and C. Rigotti, Query driven knowledge discovery in multidimensional data, DOLAP, 87--93, 1999.
  - J.-F. Boulicaut, P. Marcel, F. Pinet, and C. Rigotti, Spreadsheet form generation from rule-based specifications, DDLP, 59--70, 1998.
  - M. S. Hacid, P. Marcel, and C. Rigotti, A rule based cql for 2-dimensional tables, Constraint Database Systems, 92--104, 1997.
  - M. S. Hacid, P. Marcel, and C. Rigotti, A rule-based language for ordered multidimensional databases, Deductive Databases and Logic Programming, 69--81, 1997.
  - J. Gray, A. Bosworth, A. Layman, and H. Pirahesh, Data cube: a relational aggregation operator generalizing group-by, cross-tabs and subtotals, Data Mining and Knowledge Discovery, 1, 29--53, 1997.
  - M. S. Hacid, P. Marcel, and C. Rigotti, A rule based data manipulation language for OLAP systems, DOOD, 1997.
  - Leonid Libkin, Rona Machlin, and Limsoon Wong, A query language for multidimensional arrays: design, implementation, and optimization techniques, ACM SIGMOD, 228--239., 1996.
  - D. Chatziantoniou and K.A. Ross, Querying multiple features of groups in relational database, VLDB, 1996.
9. Query evaluation - General
  - D. Theodoratos, Exploiting hierarchical clustering in evaluating multidimensional aggregation queries, DOLAP, 2003.
  - C.-S. Park, M. H. Kim, and Y.-J. Lee, Rewriting OLAP queries using materialized views and dimension hierarchies in data warehouses, ICDE, 2001.
  - C.-S. Park, M. H. Kim, and Y.-J. Lee, Finding an efficient rewriting of OLAP queries using materialized views in data warehouses, Decision Support Systems, 2001.
  - K. A. Ross and K. A. Zaman, Optimizing selections over datacubes, SSDBM, 2000.
  - A. Balmin, Y. Papakonstantinou, and T. Papadimitriou, Hypothetical queries in an OLAP environment, VLDB, 2000.
  - Mirek Riedewald, Divyakant Agrawal, and Amr El Abbadi, pCube: update-efficient online aggregation with progressive feedback and error bounds, SSDM, 95-108, 2000.
  - K. A. Ross and K. A. Zaman, Serving datacube tuples from main memory, SSDBM, 2000.
  - H. V. Jagadish, Laks V. S. Lakshmanan, and Divesh Srivastava, Snakes and sandwiches: optimal clustering strategies for a data warehouse, ACM SIGMOD, 1999.
  - John R. Smith, Chung-Sheng Li, Vittorio Castelli, and Anant Jhingran, Dynamic assembly of views in data cubes, ACM PODS, 274--283, 1998.
  - Yihong Zhao, Karthikeyan Ramasamy, Kristin Tufte, and Jeffrey F. Naughton, Array-based evaluation of multi-dimensional queries in object relational database systems, ICDE, 1998.
  - K. A. Ross, D. Srivastava, and D. Chatziantoniou, Complex aggregation at multiple granularities, EDBT, 1998.
  - Yihong Zhao, Prasad M.Deshpande, Jeffrey F. Naughton, and Amit Shukla, Simultaneous optimization and evaluation of multiple dimensional queries, ACM SIGMOD, 271--282, 1998.
  - Y. Zhao, P.M. Deshpande, and J.F. Naughton, An array-based algorithm for simultaneous multidimensional aggregates, ACM SIGMOD, 159--170, 1997.
  - C. Dyreson, Using an incomplete data cube as a summary data sieve, IEEE Data Engineering Bulletin, 20:1, 19--26, 1997.
  - V. Harinarayan, Issues in interactive aggregation, IEEE Data Engineering Bulletin, 20:1, 12--18, 1997.
  - C.-T. Ho, J. Bruck, and R. Agrawal, Partial-sum queries in OLAP data cubes using covering codes, ACM PODS, 228--237, 1997.
  - P.M. Deshpande, J.F. Naughton, K. Ramasamy, A. Shukla, K. Tufte, and Y. Zhao, Cubing algorithms, storage estimation, and storage and processing alternatives for OLAP, IEEE Data Engineering Bulletin, 20:1, 3--11, 1997.
  - N. Roussopoulos, Y. Kotidis, and M. Roussopoulos, Cubetree: organization of and bulk incremental updates on the data cube, ACM SIGMOD, 89--99, 1997 (abstract and demo).
  - S.G. Rao, A. Badia, and D. Van Gucht, Providing better support for a class of decision support queries, ACM SIGMOD, 217--227, 1996.
  - A. Shukla, P.M. Deshpande, J.F. Naughton, and K. Ramasamy, Storage estimation for multidimensional aggregates in the presence of hierarchies, VLDB, 522--531, 1996.
  - C. Dyreson, Information retrieval from an incomplete data cube, VLDB, 532--543, 1996.
  - S. Agarwal, R. Agrawal, P.M. Deshpande, A. Gupta, J.F. Naughton, R. Ramakrishnan, and S. Sarawagi, On the computation of multidimensional aggregates, VLDB, 506--521, 1996.
  - S. Sarawagi, R. Agrawal, and A. Gupta, On computing the data cube, IBM Almaden Research Center, 10026, 1996.
  - A. Gupta, V. Harinarayan, and D. Quass, Aggregate query processing in data warehousing environments, VLDB, 358--369, 1995.
10. Query evaluation - Iceberg
  - Dong Xin, Jiawei Han, Xiaolei Li, and Benjamin W. Wah, Star-cubing: computing iceberg cubes by top-down and bottom-up integration, VLDB, 2003.
  - M. Fang, N. Shivakumar, H. Garcia-Molina, R. Motwani, and J. Ullman, Computing iceberg queries efficiently, VLDB, 1998.
11. Query evaluation - Parallel
  - Frank Dehne, Todd Eavis, and Andrew Rau-Chaplin, Coarse grained parallel on-line analytical processing (OLAP) for data mining, ICCS, 2001.
  - Sanjay Goil, High performance on-line analytical processing and data mining on parallel computers, 1999.
12. Query evaluation - Range Queries
  - C.K. Poon, Optimal range max datacube for fixed dimensions, ICDT, 158--172, 2003.
  - C.K. Poon, Dynamic orthogonal range queries in OLAP, Theoretical Computer Science, 296:3, 487--510, 2003.
  - Daniel Lemire, Wavelet-based relative prefix sum methods for range sum queries in data cubes, CASCON, 2002.
  - Jeffrey Scott Vitter and Min Wang, Approximate computation of multidimensional aggregates of sparse data using wavelets, ACM SIGMOD, 193--204, 1999.
13. Spatio-Temporal Applications
  - P. Marchand, A. Brisebois, Y. Bédard, and G. Edwards, Implementation and evaluation of a hypercube-based method for spatio-temporal exploration and analysis, Journal of the International Society of Photogrammetry and Remote Sensing (ISPRS), 2004 (to appear).
  - B. Wang, F. Pan, D. Ren, Y. Cui, D. Ding, and W. Perrizo, Efficient olap operations for spatial data using peano trees, 8th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2003.
  - Y. Bédard, P. Gosselin, S. Rivest, M.J. Proulx, M. Nadeau, G. Lebel, and M.F. Gagnon, Integrating GIS components with knowledge discovery technology for environmental health decision support, International Journal of Medical Informatics, 70:1, 79--94, 2003.
  - F. Rao, L. Zhang, X. L. Yu, Y. Li, and Y. Chen, Spatial hierarchy and olap-favored search in spatial data warehouse, DOLAP, 2003.
  - Y. Bédard, T. Merrett, and J. Han, Geographic data mining and knowledge discovery, 53--73, 2001 (Research Monographs in GIS series edited by Peter Fisher and Jonathan Raper).
  - S. Rivest, Y. Bédard, and P. Marchand, Towards better support for spatial decision-making: defining the characteristics of spatial on-line analytical processing (SOLAP), Geomatica, the journal of the Canadian Institute of Geomatics, 55:2001, 539--555, 2001.
14. Storage and Chunks
  - O. Kaser and D. Lemire, Attribute value reordering for efficient hybrid OLAP, DOLAP, 2003.
  - Owen Kaser, Compressing MOLAP arrays by attribute-value reordering: an experimental analysis, University of New Brunswick (Saint John), CSAS, TR-02-001, 2002.
  - David Wai-Lok Cheung, Bo Zhou, Ben Kao, Hu Kan, and Sau Dan Lee, Towards the building of a dense-region-based OLAP system, Data and Knowledge Engineering, 36:1, 1-27, 2001.
  - Prasad Deshpande and Jeffrey F. Naughton, Aggregate aware caching for multi-dimensional queries, EDBT, 2000.
  - David Wai-Lok Cheung, Bo Zhou, Ben Kao, Kan Hu, and Sau Dan Lee, DROLAP - a dense-region based approach to on-line analytical processing, Database and Expert Systems Applications, 761-770, 1999.
  - Prasad Deshpande, Karthikeyan Ramasamy, Amit Shukla, and Jeffrey F. Naughton, Caching multidimensional queries using chunks, ACM SIGMOD, 259--270, 1998.
  - Yihong Zhao, Prasad M. Deshpande, and Jeffrey F. Naughton, An array-based algorithm for simultaneous multidimensional aggregates, Proceedings of the 1997 ACM SIGMOD International Conference on Management of Data, 159--170, 1997.
  - Wee-Keong Ng and Chinya V. Ravishankar, Block-oriented compression techniques for large statistical databases, IEEE KDE, 9:2, 314--328, 1997.
  - Sunita Sarawagi and Michael Stonebraker, Efficient organization of large multidimensional arrays, ICDE, 1994.
15. Vendor Specific
  - Mosha Pasumansky, Microsoft OLAP and analysis services.
  - freedatawarehouse.com, Microsoft analysis services tutorial.
16. Visualization
  - Andreas S. Maniatis, Panos Vassiliadis, Spiros Skiadopoulos, and Yannis Vassiliou, Advanced visualization for OLAP, DOLAP, 9--16, 2003.
  - A. S. Maniatis, P. Vassiliadis, S. Skiadopoulos, and Y. Vassiliou, Advanced visualization for olap, DOLAP, 2003.
  - Y.-W. Choong, D. Laurent, and P. Marcel, Computing appropriate representations for multidimensional data, DOLAP, 2001.
17. White Papers
  - MicroStrategy.
  - Comshare.
  - Red Brick/Informix.
  - Pilot Software.
  - Business Objects.
  - Intersoft lab.
  - Cognos.
  - Oracle.
  - OLAP Council.
  - IBM.
  - Microsoft OLE DB for OLAP.
  - DISC's OMNIDEX.
18. XML
  - W. Hümmer, A. Bauer, and G. Harde, Xcube -- xml for data warehouses, DOLAP, 2003.
  - Tapio Niemi, Marko Niinimaki, Jyrki Nummenmaa, and Peter Thanisch, Applying grid technologies to XML based OLAP cube construction, DMDW, 2003.
  - D. Pedersen and T. B. Pedersen, Achieving adaptivity for olap-xml federations, DOLAP, 2003.

About this bibliography

This bibliography was previously maintained by Alberto Mendelzon up until 1997, then by Carlos Hurtado up until 2001. It is currently maintained by Daniel Lemire (National Research Council of Canada).

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