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Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad

This research presents Video Traffic Analysis and modeling traffic on UNIFI Broadband Network traffic data. Today's problem identified that network traffic used is increased rapidly especially on the use of streaming videos in multimedia applications. Performance of network in controlling video...

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Main Author: Mahamad, Laina Sofia
Format: Thesis
Language:English
Published: 2017
Online Access:https://ir.uitm.edu.my/id/eprint/80191/1/80191.pdf
https://ir.uitm.edu.my/id/eprint/80191/
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spelling my.uitm.ir.801912023-09-19T07:35:36Z https://ir.uitm.edu.my/id/eprint/80191/ Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad Mahamad, Laina Sofia This research presents Video Traffic Analysis and modeling traffic on UNIFI Broadband Network traffic data. Today's problem identified that network traffic used is increased rapidly especially on the use of streaming videos in multimedia applications. Performance of network in controlling video traffic is essential in promising Quality of Services (QoS) in a network and reliability of bandwidth used. First, the objective of this research is to analyze videos traffic characteristics and its model based on 10 Mbps UNIFI internet home networks. Secondly, to identify three types of video traffic parameters such as YouTube video, live video on Facebook and online streaming video. These videos are captured based on busy hour time and non busy hour with differences of wired and wireless for six user's connections. Thirdly, to identify best traffic model based on fitted model in developing network traffic bandwidth control algorithms. MatLab Dfittool program is used to analyze and identify the best traffic model. Results presents four top traffic protocols are identified which are Transmission Control Protocol (TCP), User Datagram Protocol (UDP) and Quick UDP Internet Connection (QUIC) protocol when streaming the videos in UNIFI network. Traffic characteristics such as byte flow, maximum and minimum traffic speed bits are presented. One the best fitted traffic models are identified as best models which are Pareto model on difference video type. Hence, with the identified traffic models and its parameters can be used in designing a controller to monitor the committed bandwidth of UNIFI network. This research significant in optimizing the network used for customers and get their QOS in terms of cost and committed access rate. 2017 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/80191/1/80191.pdf Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad. (2017) Masters thesis, thesis, Universiti Teknologi MARA (UiTM).
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
description This research presents Video Traffic Analysis and modeling traffic on UNIFI Broadband Network traffic data. Today's problem identified that network traffic used is increased rapidly especially on the use of streaming videos in multimedia applications. Performance of network in controlling video traffic is essential in promising Quality of Services (QoS) in a network and reliability of bandwidth used. First, the objective of this research is to analyze videos traffic characteristics and its model based on 10 Mbps UNIFI internet home networks. Secondly, to identify three types of video traffic parameters such as YouTube video, live video on Facebook and online streaming video. These videos are captured based on busy hour time and non busy hour with differences of wired and wireless for six user's connections. Thirdly, to identify best traffic model based on fitted model in developing network traffic bandwidth control algorithms. MatLab Dfittool program is used to analyze and identify the best traffic model. Results presents four top traffic protocols are identified which are Transmission Control Protocol (TCP), User Datagram Protocol (UDP) and Quick UDP Internet Connection (QUIC) protocol when streaming the videos in UNIFI network. Traffic characteristics such as byte flow, maximum and minimum traffic speed bits are presented. One the best fitted traffic models are identified as best models which are Pareto model on difference video type. Hence, with the identified traffic models and its parameters can be used in designing a controller to monitor the committed bandwidth of UNIFI network. This research significant in optimizing the network used for customers and get their QOS in terms of cost and committed access rate.
format Thesis
author Mahamad, Laina Sofia
spellingShingle Mahamad, Laina Sofia
Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad
author_facet Mahamad, Laina Sofia
author_sort Mahamad, Laina Sofia
title Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad
title_short Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad
title_full Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad
title_fullStr Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad
title_full_unstemmed Video traffic analysis on Unifi broadband network / Laina Sofia Mahamad
title_sort video traffic analysis on unifi broadband network / laina sofia mahamad
publishDate 2017
url https://ir.uitm.edu.my/id/eprint/80191/1/80191.pdf
https://ir.uitm.edu.my/id/eprint/80191/
_version_ 1778165894208290816
score 13.211869

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