Open Access Open Access  Restricted Access Subscription or Fee Access

A Comprehensive Study on Data Mining Process with Distribution

Dr. Rajayyagari Sivaram, Kethavarapu. Uma Pavan Kumar, Gummadi Kalyan Chakravarthy

Abstract


In this paper we are going to present the concept of distributed data mining and the advantages of combined architecture which involves the concept of distribution as a backbone and the process of mining. To demonstrate the Distributed Data Mining concept we are presenting architecture with various levels of users, data, and networks. In this we also have had the usage of DMQL (Distributed Mining Query Language) and converter mechanism. After getting the required data we mentioned the security layer in the architecture so as to oppose the malicious software or data. The entire architecture depends on the usage of cloud computing which involves the migration of the different kinds of network data mining process

Keywords


Distribution, Mining, DMQL (Distributed Mining Query Language), Cloud Computing, Converter.

Full Text:

PDF

References


Data Mining concepts and principles by paulraj ponnaiah

Data warehousing and mining by Alex berson

www.altavista.com

Gathered from user groups and blogs

Han and Kamber, Data Mining – Concepts and Techniques.

Arun K Pujari, Data Mining Techniques.

W.H.Inmon, Building the Data Warehouse.

Sam Anahory & Dennis Murray, Data Warehousing in the Real World.

Paulraj Ponnaiah, Data Warehouse Fundamentals.

Elmasri & Navathe, Fundamentals of Database Systems.

Silberschatz, Korth, Database System Concepts.

R. Wolff, K. Bhaduri, and H. Kargupta. Local l2thresholding based data mining in peer-to-peer systems. Technical Report TR-CS-05-11,Department of Computer Science, UMBC, October 2005.

Darken, C., and Moody, J., 2007, “Fast adaptive k-means clustering: Some empirical results”, Int. Joint Conf. on Neural Networks, 2, 233-238.

Using Information Technology by William Sawyers Hutchinson

Data Base System Concepts by Silberschatz, Korth and Siddhartha

Data Base Management Systems by Alexis Leon and Mathews Leon

http://www.technology-and-computers.com/


Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution 3.0 License.