Monday,
July 14, 2003 |
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Feature |
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Store data first. Use
it later
Ranjit Singh
THE
basic idea behind the concept of warehousing is to store resources to
use them later. The same concept has been adopted by the computer world.
Since the time automation
became the keyword in most organisation, database started playing a
major role. However, the sad part of the story is that in many
organisations, despite the availability of powerful computers and
high-speed networks, all officials of the organisation cannot access
most of the data. This deficiency is termed as data in lock up. As the
technology has been gaining height, the need of the collection of data
at one place from several resources has emerged and has given rise to a
new technology related to database technology called data warehousing
a.k.a. single repository of data.
The data warehouse concept
is different from the conventional DBMS software in the sense that
information from different sources is integrated in advance and
collected at one place for direct querying and analysis. A data
warehouse is a relational database that is designed for query, analysis
and for mining rather than transaction processing. It usually contains
historical data that is derived from transaction data but can include
data from other sources as well. It separates analysis workload from
transaction workload and enables an organisation to consolidate data
from several sources. This could be subject-oriented, integrated or
non-volatile.
For example, you might
want to learn more about your company’s sales data. To do this, you
could build a
warehouse concentrating on sales. This is subject oriented. The
integrated form of data warehouse is closely related to subject
orientation. Data warehouses need to have the data from disparate
sources put into a consistent format.
Non-volatile means that
data once entered into the warehouse should not change. This is logical
because the purpose of a warehouse is to analyse what has occurred.
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