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A Thesis for The Degree of Doctor of Natural Science in Department of Biology Faculty of Mathematics, Information and Natural Science University Of Hamburg.
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(1994) "Fast algorithms for mining association rules‟, Proceedings of the 20th International Conference on Very Large Data Bases, pp.487–499, Santiago de Chile,
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Data Warehousing - Custom PhD Thesis Data Warehousing.
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Data warehousing phd thesis Senior construction project ...
A real-time data warehouse is, in most cases, an operational system. Not for bookkeeping, but for decision making. This brings a whole new perspective to the management of the data warehouse. Down time on a traditional data warehouse is bad for the productivity of knowledge workers, but delivering the answer to a strategic question can usually be delayed by a day without having a major impact upon an organization. On the other hand, down time of a data warehouse that has been integrated into the real-time enterprise impacts operational processes. Lack of the facilities necessary for optimal decision making when it comes to execution of the business strategy often has a direct or indirect influence on the customer experience. This, of course, is unacceptable.
Data Mining And Data Warehousing Phd Thesis ...
When deploying a real-time data warehouse it is essential to architect high availability into all aspects of the platform and its operational procedures. Both planned and unplanned down time need to be minimized. When the data warehouse is involved in the decision making necessary for execution (not just development) of the business strategy, the opportunity cost associated with even small amounts of down time can be very large. Evolution toward high availability in a data warehouse must be engineered based on the business drivers for balancing the cost and value of the availability solution. Most real-time data warehouses will not start out with full disaster recovery and zero down time as out-of-the box service level requirements—but the trend is definitely in this direction.
data mining and data warehousing phd thesis ...
Mistake 6: Failure to Initiate Business Process Changes
Installing a well designed technical implementation of a real-time data warehouse will deliver no value. Technology, on its own, rarely does. It is improvement in the underlying business processes of an organization that drives the real value. The real-time data warehouse is simply a tool for delivering a technical capability for high-performance decision making against very up-to-date data. But it is what an enterprise does with this capability that really matters.
Missouri University of Science and Technology,Northeastern University
Some visualize the real-time data warehouse as a source of immediate updates for dashboards that sit on the desks of top executives in the enterprise. While this may make for a high-visibility deployment of technology, it is unlikely to have bottom-line (positive) impact on the organization unless there is a change in business processes to make use of the information. The biggest source of business value from the real-time data warehouse is likely to stem from deployment of information to the front lines of a business rather than focusing on the corporate ivory tower.
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