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Issues in Developing Very Large Data Warehouses |
Full Paper (PDF)
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The size of The Boeing Company posts some stringent requirements on data warehouse design and implementation.
We summarize four interesting and challenging issues in developing very large scale data warehouses, namely failure recovery, incremental update maintenance, cost model for schema design and query optimization, and metadata definition and management.
For each issue, we give the reasons we think it is important but not well-addressed in research literature and commercial products, and our current research to solve it.
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References, where available, link to the DBLP on the World Wide Web.
[OV91]M. Tamer Özsu, Patrick Valduriez:
Principles of Distributed Database Systems.
Prentice-Hall 1991, ISBN 1-13-715681-2
[QGMW96]Dallan Quass, Ashish Gupta, Inderpal Singh Mumick, Jennifer Widom:
Making Views Self-Maintainable for Data Warehousing.
PDIS 1996: 158-169[QW97]Dallan Quass, Jennifer Widom:
On-Line Warehouse View Maintenance.
SIGMOD Conference 1997: 393-404[ZGHW95]Yue Zhuge, Hector Garcia-Molina, Joachim Hammer, Jennifer Widom:
View Maintenance in a Warehousing Environment.
SIGMOD Conference 1995: 316-327[ZGW96]Yue Zhuge, Hector Garcia-Molina, Janet L. Wiener:
The Strobe Algorithms for Multi-Source Warehouse Consistency.
PDIS 1996: 0-
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@inproceedings{DBLP:conf/vldb/DoDJJR98,
author = {Lyman Do and
Pamela Drew and
Wei Jin and
Vish Jumani and
David Van Rossum},
editor = {Ashish Gupta and
Oded Shmueli and
Jennifer Widom},
title = {Issues in Developing Very Large Data Warehouses},
booktitle = {VLDB'98, Proceedings of 24rd International Conference on Very
Large Data Bases, August 24-27, 1998, New York City, New York,
USA},
publisher = {Morgan Kaufmann},
year = {1998},
isbn = {1-55860-566-5},
pages = {633-636},
crossref = {DBLP:conf/vldb/98},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
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DBLP: Copyright ©1999 by Michael Ley (ley@uni-trier.de).
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