Call for papers :

Submission Last Date 31/12/2017
Status Notification Within 2 Days
Submit Paper Online

Check Paper Status

Paper Status

News & Updates

IJAERD provides Hard Copy of Published Certificates of Publication to each author.

We have started accepting articles by online means directly through website. Article submission link is given on left side

IJAERD Provide Review card, Acceptance Letter and Fee Receipt without taking any extra charges

IJAERD invites research paper from various engineering disciplines for Vol.1 Issue 12 (Dec. - 2014) issue,

Conference Proceedings

National Conference on Emerging Trends in Computer & Electrical Engineering (ETCEE - 2014) March 7-8, 2014, Organized by Atmiya Institute of Technology and Science, Rajkot

National Conference on Recent Research in Engineering and Technology (NCRRET-2015) organizing by Dr. Jivraj Mehta Institute of Technology, Mogar-Anand

National Conference on Emerging Trends in Computer, Electrical & Electronics (ETCEE - 2015), March 13-14, 2015, Organized by Atmiya Institute of Technology and Science, Rajkot

Paper Details

Paper Title
An Optimized repartitioned K-means Cluster algorithm using MapReduce Techniques for Big Data analysis
Abstract
k-means is one of the simplest unsupervised learning algorithms that solve the well known clustering problem. The procedure follows a simple and easy way to classify a given data set through a certain number of clusters fixed apriori. The main idea is to define k centers, one for each cluster. These centers should be placed in a cunning way because of different location causes different result. In this research work, Proposed algorithm will perform better while handling clusters of circularly distributed data points and slightly overlapped clusters.
KeyWord
K-means algorithm, cluster, big data, hadoop, MapReduce, web logs
Others Details
Paper Id : 87790
Author Name : T.Mohana Priya
Co-Author Name(s) : Dr.A.Saradha
Volume/Issue No : Volume 04 Issue 10
Page No : 157-165
DOI Number : DOI:10.21090/IJAERD.87790
Publication Date : 2017-10-13
License : This work is licensed under a Creative Commons Attribution 4.0 International License.
website : http://www.ijaerd.com/index.php
Impact Factor : 4.72, SJIF-2016
ISSN Details : eISSN: 2348-4470, pISSN:2348-6406