MetaCartSign in to MyCiteSeer

Include Citations | Advanced Search | Help

Include Citations | Advanced Search | Help

  Modeling and Executing the Data Warehouse Refreshment Process

Download:
Download as a PDF
by Athanasios Vavouras, Stella Gatziu, Klaus R. Dittrich
ftp://ftp.ifi.unizh.ch/pub/techreports/TR-2000/ifi-2000.01.pdf
Add To MetaCart

Abstract:

Data warehouse refreshment is often viewed as a problem of maintaining materialized views over operational sources. In this paper, we show that the data warehouse refreshment process is a complex process comprising several tasks, e.g., monitoring, extracting, transforming, integrating and cleaning operational data, deriving new data, building histories and loading the data warehouse. We propose a novel approach for defining and executing the refreshment process based on specifications stored in an object-oriented metadata repository. Our approach considers the multidimensional character of OLAP data and can be used in conjunction with various operational sources and target data warehouses.

Citations

229 View maintenance in a warehousing environment – Zhuge, Garcia-Molina, et al. - 1995
220 Research problems in data warehousing – Widom - 1995
188 The Object Database Standard: ODMG 2.0 – Cattell - 1997
187 Don’t scrap it, wrap it! A wrapper architecture for data sources – Roth, Schwarz - 1997
172 An Overview of Data Warehousing – Chaudhuri, Dayal - 1997
112 Making views self-maintainable for data warehousing – Quass, Gupta, et al. - 1996
86 The Strobe Algorithms for Multi-Source Warehouse Consistency – Zhuge, Garc'ia-Molina, et al. - 1996
84 Multi-Table Joins Through Bitmapped Join Indexes – O’Neill, Graefe - 1995
73 Algorithms for materialized view design in data warehousing environment – YANG, KARLAPALEM, et al. - 1997
65 The Stanford Data Warehousing Project – Hammer, Garcia-Molina, et al. - 1995
63 Bitmap index design and evaluation – Chan, Ioannidis - 1998
58 Extending the E/R Model for the Multidimensional Paradigm – Sapia, Blaschka, et al. - 1998
50 Answering Queries with Aggregation Using Views – Dar, Jagadish, et al. - 1996
48 A methodological framework for data warehouse design – Golfarelli, Rizzi - 1998
47 ViewSystem: Integrating Heterogeneous Information Bases by Object-Oriented Views – Kaul, Drosten, et al. - 1990
46 starER: A conceptual model for data warehouse design – Tryfona, Busborg, et al. - 1999
42 Encoded bitmap indexing for data warehouses – Wu, Buchmann - 1998
35 Materialized Views and Data Warehouses – Roussopoulos - 1998
34 Integration of Heterogeneous Data Repositories by Using Object-Oriented Views – Bertino - 1991
33 Multiple-View Self-Maintenance in Data Warehousing Environments – Huyn - 1997
28 Jarke. Incremental Maintenance of Externally Materialized Views – Staudt, Matthias - 1996
25 A System Prototype for Warehouse View Maintenance – Wiener, Gupta, et al. - 1996
20 Modeling Data Warehouse Refreshment Process as a Workflow Application – Bouzeghoub, Fabret, et al. - 1999
18 A Generic Integration Architecture for Cooperative Information Systems – Mylopoulos, Gal, et al. - 1996
14 Ceri (eds.). Active Database Systems: Triggers and Rules For Advanced Database processing – Widom, S - 1995
6 Designing the Global Data Warehouse with SPJ Views – Theodoratos, Ligoudistianos, et al. - 1999
5 Data Warehouse Quality: A Review of the DWQ – Jarke, Vassiliou - 1997
3 Building the Data Warehouse – Immon - 1996
3 Utilizing Page-Level Join Index for Optimization in Parallel Join Execution – Lee, Chang - 1995
3 The SIRIUS Approach for Refreshing Data Warehouses Incrementally – Vavouras, Gatziu, et al. - 1999
1 The DataFoundry Project: Managing Change in a Genome Warehouse. Presentation in – Critchlow - 1998
1 Data Warehouse Maintenance Under Cuncurrent Schema and Data Updates – Zhang - 1999