UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 5 Issue 5
May-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1805695


Registration ID:
182719

Page Number

565-570

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Title

A Review on the Evaluation of Performance towards Data Mining Algorithms completed

Abstract

Data mining has turned out to be a standout amongst the most fundamental devices in various fields. The increments in data sizes and algorithmic complexities require the computational energy of chip to increment much further. In this paper, we introduce nitty gritty qualities from the hardware and software points of view for an arrangement of delegate data mining programs. We first outline MineBench, a benchmarking suite containing agent data mining applications from various classes including two classification, two association rule mining, and four clustering applications. We assess the MineBench applications on a 8-way Shared Memory Parallel (SMP) machine and dissect their critical performance attributes. Amid the evaluation, the info datasets and the quantity of processors utilized are shifted to gauge the scalability of the applications in our benchmark suite. We introduce the outcomes in light of attributes, for example, scalability, I/O intricacy, portion of time spent in the OS mode, and communication/synchronization overheads. This data can help creators of future frameworks and in addition software engineers of new data mining calculations to accomplish better framework and algorithmic performance

Key Words

parallel computing, data mining, Performance evaluation, benchmark

Cite This Article

"A Review on the Evaluation of Performance towards Data Mining Algorithms completed", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 5, page no.565-570, MAY-2018, Available :http://www.jetir.org/papers/JETIR1805695.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"A Review on the Evaluation of Performance towards Data Mining Algorithms completed", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 5, page no. pp565-570, MAY-2018, Available at : http://www.jetir.org/papers/JETIR1805695.pdf

Publication Details

Published Paper ID: JETIR1805695
Registration ID: 182719
Published In: Volume 5 | Issue 5 | Year May-2018
DOI (Digital Object Identifier):
Page No: 565-570
Country: warangal, telangana, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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