Data Mining

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info archeological site Technology
info Mining architecture has iii layers- Database Layer with sub-layers of entropybase & meta information, application layer performing data management & algorithms and front-end layer for administration, input parameter settings and results disclose/visualization.
This page is an extract from BIDS KDD Methodology authored by Kamlesh Mhashilkar-Head, Execution-MiH function of Tata Consultancy Services
Data Mining Architecture
The technological objective in KDD run is to design architecture for Data Mining. In addition to the architecture, it is besides intended to address the process-related issues. It is assumed that the implementation of the Data Mining Technology would be a processing, memory and data intensifier task as against one that requires continuous interaction with the database.
It is also assumed that the Data Preparation (Data Extraction, Transformation, Cleansing and Loading) is outside the kitchen range of the Data Mining architecture. To preserve the accuracy of the data minelaying results, the Data Preparation process must be communicate before the Data Mining process as explained in the earlier topic.
The following diagram depicts generic 3-tier architecture for Data Mining.

The first tier is the database tier where data and metadata is prepared and stored.



The flake tier is called Data Mining Application where the algorithms process the data and store the results in the database. The third tier is the Front-End layer, which facilitates the parameter settings for Data Mining Application and visualization of the results in interpretable form.
Database
It is not necessary that the Database tier is hosted on an RDBMS. It can be medley of RDBMS and Files System or a file system only. E.g. the data from source systems may be staged on a files system and then loaded onto an RDBMS. The Database tier consists of various layers. The data in these layers interface with multiple systems based on the activities in which it...If you want to get a full essay, order it on our website: Ordercustompaper.com



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