An Unique Data mining Task for Sorting: Data Preprocessing for efficient External Sorting
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2012, Vol 1, Issue 9
Abstract
This paper presents external sorting using data preprocessing which is a data mining technique that adapted generally here. Generally, huge data of any organization possess data redundancy, noise and data inconsistency. To eliminate, Data preprocessing should be performed on raw data, then sorting technique is applied on it. Data preprocessing includes many methods such as data cleaning, data integration, data transformation and data reduction. Depending on the complexity of given data, these methods are taken and applied on raw data in order to produce quality of data. Then, external sorting is applied. The external sorting now takes the number of passes less than actual passes log B (N/M) + 1, and cost of Input / Outputs is less than 2*N* (log B (N/M) + 1) for the actual of B – way external merge sorting and also involve least number of runs compared to actual basic external sorting.
Authors and Affiliations
S. Hrushikesava Raju , Dr. T. Swarna Latha
Keywords
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