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Performance efficient mining on an OLTP system using schema enhancement method.

Author(s)
Muhammad Hasan Rasheed Department of Computer Science, International Islamic University Islamabad, Pakistan
Muhammad Imran Saeed Department of Computer Science, International Islamic University Islamabad, Pakistan
M. Sikandar Hayat Khiyal Department of Computer Science, International Islamic University Islamabad, Pakistan
Abstract
Mining on an OLTP System is possible but the cost of running Mining Module on a Conventional OLTP Architecture is not practical. The response time decreases and the Normal Functioning of the System disturb. Schema Enhancement Method is proposed to overcome these disadvantages in OLTP System. After Modifying Conventional OLTP to Schema Enhanced OLTP Structure, the mining module runs very fast as compare to the Conventional OLTP. The idea is proposed because installation of DSS Solution is not possible for all the users. The cost and resource factors are very large in DSS Solution. Schema Enhancement Method take advantage over the Conventional OLTP is that it supports the DSS (to some extent) and the cost of the System is also low. This solution is the combination on OLTP (for running Real Time business) and DSS (for running Analysis/Mining module) together. Performance Efficient System takes advantages of storing the Summary Data inside the actual Schema of the OLTP and the Query Time for Mining the Data decrease.
Publication Details
Page(s) 589-592
DOI DOI not available
Published Journal: Information technology Journal, Volume: 6, Issue: 4, Year: 2007

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