Research of Data Mining in Cloud Environment

Hongbo Yu; Yihua Lan; Xingang Zhang; Zhidu Liu; Chao Yin; Changlin Long

doi:10.1109/ihmsc.2013.170

ScienceGate Book Chapters

JOURNAL ARTICLE

Research of Data Mining in Cloud Environment

Hongbo Yu Yihua Lan Xingang Zhang Zhidu Liu Chao Yin Changlin Long

Year: 2013 Vol: 51 Pages: 97-100

DOI: 10.1109/ihmsc.2013.170

Get Full-Text PDF Get Analytical Report

Abstract

This article first introduce the Core Architecture and operational mechanism of cloud computing and HADOOP platform, then put forward the technical architecture of data mining platform Based on HADOOP. After a thorough understanding to the Map Reduce programming pattern, HSPRINT algorithm is realized in the decision tree. At last the effectiveness of the algorithm is verified through experiments.

Keywords:

Computer science Cloud computing Architecture Core (optical fiber) Tree (set theory) Mechanism (biology) Data mining Distributed computing Map reduce Decision tree Data science Operating system

Metrics

Cited By

0.00

FWCI (Field Weighted Citation Impact)

Refs

0.15

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Topics

Data Mining Algorithms and Applications

Physical Sciences → Computer Science → Information Systems

Advanced Computational Techniques and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Decision-Making Techniques

Physical Sciences → Computer Science → Information Systems

Research of Data Mining in Cloud Environment

Abstract

Metrics

Topics

Related Documents

Research of Data-Aiming Mining Algorithm in Cloud Environment

Research on multimedia data mining methods in cloud computing environment

Research on Data Mining Algorithm and Its Application in Cloud Environment

A data mining algorithm based on cloud environment

Massive XML Data Mining in Cloud Computing Environment