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Robert Wrembel and Christian Koncilia

"Data Warehouses and Olap: Concepts, Architectures and Solutions"

Example of property strings (pstrings)
0 Davis & Gupta
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Detailed definitions, algorithms, and cost models for storage and query processing
are introduced for PMaps (Gupta et al., 2002) and REBSI (Chan & Ioannidis,
1998; Jurgens & Lenz, 2001). The next section discusses simulations to compare
performance and their results. Observations and analysis of the performance results
follow.
Performance.Study
In this section, the methodology for conducting simulations and performing analysis
is described, followed by a discussion of some representative results. General
observations over all of the simulation results are offered in conclusion.
Methodology
The simulation methodology includes a synthetic query benchmark that forms the
basis of our investigation along with parameters that are varied to study the impact
of different database environments. The analysis is based on observations of index
page retrievals and relative performance for each set of queries derived from the
benchmark. Components of the methodology are described in the three sections
below.
1. Queries:.The set query benchmark (Gray, 1993) is designed to measure the
performance of systems that strategically analyze data repositories in commercial
enterprises.


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