ABSTRACT
Modern applications for business planning and performance management offer a broad range of functions for planning, forecasting, and optimising business processes. Often, they must be integrated in a planning process involving different users and objectives. However, due to the heterogeneity of their implementations and BI platform requirements, this integration becomes a tedious task. In this paper, we propose an algebra as the foundation of a common implementation and execution platform for business planning applications. We outline the major topics involved in the development of this algebra and give pointers to interesting research questions we want to address in future.
- A. Abelló, J. Samos, and F. Saltor. A Framework for the Classification and Description of Multidimensional Data Models. In DEXA '01: Proceedings of the 12th International Conference on Database and Expert Systems Applications, pages 668--677, London, UK, 2001. Springer-Verlag. Google ScholarDigital Library
- P. Agrawal, O. Benjelloun, A. D. Sarma, C. Hayworth, S. Nabar, T. Sugihara, and J. Widom. Trio: A System for Data, Uncertainty, and Lineage. In VLDB '06: Proceedings of the 32nd International Conference on Very Large Data Bases, pages 1151--1154. VLDB Endowment, 2006. Google ScholarDigital Library
- J. Dean and S. Ghemawat. MapReduce: Simplified Data Processing on Large Clusters. Communications of the ACM, 51(1):107--113, 2008. Google ScholarDigital Library
- S. Goil and A. Choudhary. A Parallel Scalable Infrastructure for OLAP and Data Mining. In IDEAS '99: Proceedings of the 1999 International Symposium on Database Engineering & Applications, page 178, Washington, DC, USA, 1999. IEEE Computer Society. Google ScholarDigital Library
- J. Gray, S. Chaudhuri, A. Bosworth, A. Layman, D. Reichart, M. Venkatrao, F. Pellow, and H. Pirahesh. Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals. J. Data Mining and Knowledge Discovery, 1(1):29--53, 1997. Google ScholarDigital Library
- V. Harinarayan and A. Gupta. Generalized projections: A powerful query-optimization technique. Technical report, Stanford, CA, USA, 1994. Google ScholarDigital Library
- T. Legler, W. Lehner, and A. Ross. Data Mining with the SAP NetWeaver BI Accelerator. In VLDB '06: Proceedings of the 32nd International Conference on Very Large Data Bases, pages 1059--1068. VLDB Endowment, 2006. Google ScholarDigital Library
- B. Moole. A Probabilistic Multidimensional Data Model and Algebra for OLAP in Decision Support Systems. SoutheastCon, 2003. Proceedings. IEEE, pages 18--30, 2003.Google Scholar
- F. Ravat, O. Teste, R. Tournier, and G. Zurfluh. Algebraic and Graphic Languages for OLAP Manipulations. International Journal of Data Warehousing and Mining, 4(1):17--46, 2008.Google ScholarCross Ref
- O. Romero and A. Abelló. On the Need of a Reference Algebra for OLAP. In DaWaK 2007: Data Warehousing and Knowledge Discovery, 9th International Conference, Regensburg, Germany, pages 99--110, 2007. Google ScholarDigital Library
- G. Spofford, S. Harinath, C. Webb, and F. Civardi. MDX Solutions: with Microsoft SQL Server Analysis Services 2005 and Hyperion Essbase. John Wiley & Sons, Inc., New York, NY, USA, 2005. Google ScholarDigital Library
- The Apache Software Foundation. Hadoop. http://hadoop.apache.org/core/, 12/04/2008.Google Scholar
- A. A. Vaisman and A. O. Mendelzon. A Temporal Query Language for OLAP: Implementation and a Case Study. In DBPL '01: Revised Papers from the 8th International Workshop on Database Programming Languages, pages 78--96, London, UK, 2002. Springer-Verlag. Google ScholarDigital Library
- P. Vassiliadis. Modeling Multidimensional Databases, Cubes and Cube Operations. In SSDBM '98: Proceedings of the 10th International Conference on Scientific and Statistical Database Management, pages 53--62, 1998. Google ScholarDigital Library
Index Terms
- Towards an Algebraic foundation for business planning
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