Chapter 1 Page 3
10. A technique called changed data capture can dramatically reduce the
extraction time by capturing only newly modified data. The extraction software
11. A data warehouse is a relational or multi-dimensional database that may
12. Data mining, which was introduced in chapter 8, is the process of selecting,
exploring, and modeling large amounts of data, in order to uncover
relationships and global patterns that exist in large databases, but are “hidden”
13. Data cleansing involves filtering out or repairing invalid data prior to being
stored in the warehouse. Operational data are “dirty” for many reasons.
Clerical, data entry, and computer program error can create illogical data such
14. Because of the vast size of a data warehouse, inefficiency caused by joining
normalized data can be very detrimental to the performance of the system. A
three-way join between tables in a large data warehouse may take an
15. Drill down analysis begins with the summary views of data described above.
16. The big bang is a method of implementing an ERP system. Organizations
taking this approach in an attempt to switch operations from their old legacy
17. Scalability is the system’s ability to grow smoothly and economically as user
requirements increase. The term system in this context refers to the technology
platform, application software, network configuration, or database. Smooth and
economical growth is the ability to increase system capacity at an acceptable,