UGC Approved Journal no 63975(19)

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

Volume 5 Issue 4
April-2018
eISSN: 2349-5162

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

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Published Paper ID:
JETIR1804419


Registration ID:
310247

Page Number

1197-1202

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Title

USE OF MACHINE LEARNING IIN NETWORKING: A DETIALED ANALYSIS

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Abstract

For the first time, machine learning (ML) has seen a rise of use cases across multiple areas in which ML helps solve issues and automate work. Primarily, this is because there has been an increase in the amount of data available, major advances in machine learning algorithms, and more powerful computer hardware. ML has undoubtedly been used to a range of issues in network operation and administration, both ordinary and complicated. Several surveys have been completed for particular networking topics, such as networking technologies, or specialised network technology areas. This study is unique, since it looks at how ML approaches are used in various networking niches across multiple network technologies. Such a discussion aims to benefit readers in a number of ways, from discussing the various learning models and machine learning techniques that are applied to fundamental networking problems, such as traffic prediction, routing, and classification, to dealing with congestion control, resource and fault management, QoS and QoE management, and network security. This survey not only defines the boundaries, but also shines a light on the research and implementation problems and possibilities that will enable ML in networking. Now, because of this, the increasing role of machine learning in networking represents a crucial contribution to the advancement of network operation and administration.

Key Words

Machine Learning, Networking, Technology

Cite This Article

"USE OF MACHINE LEARNING IIN NETWORKING: A DETIALED ANALYSIS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 4, page no.1197-1202, April-2018, Available :http://www.jetir.org/papers/JETIR1804419.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

"USE OF MACHINE LEARNING IIN NETWORKING: A DETIALED ANALYSIS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 4, page no. pp1197-1202, April-2018, Available at : http://www.jetir.org/papers/JETIR1804419.pdf

Publication Details

Published Paper ID: JETIR1804419
Registration ID: 310247
Published In: Volume 5 | Issue 4 | Year April-2018
DOI (Digital Object Identifier):
Page No: 1197-1202
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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