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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="">
<meta name="author" content="">
<title>AfriNREN Project</title>
<!-- Bootstrap Core CSS -->
<link href="css/bootstrap.min.css" rel="stylesheet">
<!-- Custom CSS -->
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<![endif]-->
</head>
<body id="page-top" class="index">
<!-- Navigation -->
<nav class="navbar navbar-default navbar-fixed-top">
<div class="container">
<!-- Brand and toggle get grouped for better mobile display -->
<div class="navbar-header page-scroll">
<button type="button" class="navbar-toggle" data-toggle="collapse" data-target="#bs-example-navbar-collapse-1">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<a class="navbar-brand page-scroll" href="#page-top">AfriNREN</a>
</div>
<!-- Collect the nav links, forms, and other content for toggling -->
<div class="collapse navbar-collapse" id="bs-example-navbar-collapse-1">
<ul class="nav navbar-nav navbar-right">
<li class="hidden">
<a href="#page-top"></a>
</li>
<li>
<a class="page-scroll" href="#services">About</a>
</li>
<li>
<a class="page-scroll" href="#project_breakdown">Project Breakdown</a>
</li>
<li>
<a class="page-scroll" href="#portfolio">Project Documents</a>
</li>
<li>
<a class="page-scroll" href="#team">Team</a>
</li>
<!-- <li>
<a class="page-scroll" href="#footer">Contact</a>
</li> -->
</ul>
</div>
<!-- /.navbar-collapse -->
</div>
<!-- /.container-fluid -->
</nav>
<!-- Header -->
<header>
<div class="container">
<div class="intro-text">
<div class="intro-lead-in">University of Cape Town </div>
<div class="intro-lead-in">Computer Science Honours Research Project</div>
<div class="intro-heading">AfriNREN</div>
<h3 class="section-subheading text-light">Discovering and visualising the topology
and network traffic of African NRENs
</h3>
<br>
<a href="#services" class="page-scroll btn btn-xl">Read More</a>
</div>
</div>
</header>
<!-- Services Section -->
<section id="services">
<div class="container">
<div class="row">
<div class="col-lg-12 text-center">
<h2 class="section-heading" style="text-align:justify" >What is AfriNREN?</h2>
<p class="text-muted" style="text-align:justify">AfriNREN is a Computer Science honours project at the University of Cape Town aiming to design and develop a network traffic analysis tool for use by network managers of African National Research and Education Networks (NRENs). The tool will be available as a Web application, accessible by the intended users by the end of the project period. </p>
<h3 class="text-muted" style="text-align:justify">Problem Statement</h3>
<p class="text-muted" style="text-align:justify">The network managers and engineers of Africa's research and educational institutions and those of the UbuntuNet Alliance seek to improve the performance of information exchange between these institutions to facilitate the network-intensive collaborative work done between them. Currently, there is a lack of research into effective network data collection and visualisation tools in the context of the UbuntuNet and African NRENs. This research would be useful in that it helps develop tools to facilitate network design, planning and operation and, in the distinct context of NRENs, aids policy makers in the determination of whether the establishment of an NREN between two communicating institutions within the same country is viable.</p>
<br>
<h4 class="text-muted">The project is split into two areas: </h4>
<br>
</div>
</div>
<div class="row text-center">
<div class="col-md-6">
<span class="fa-stack fa-4x">
<i class="fa fa-circle fa-stack-2x text-primary"></i>
<i class="fa fa-archive fa-stack-1x fa-inverse"></i>
</span>
<h4 class="service-heading">Data Collection</h4>
<p class="text-muted" >The intelligent collection of network structure and traffic information from a variety of sources for use in the visualisation.</p>
</div>
<div class="col-md-6">
<span class="fa-stack fa-4x">
<i class="fa fa-circle fa-stack-2x text-primary"></i>
<i class="fa fa-bar-chart fa-stack-1x fa-inverse"></i>
</span>
<h4 class="service-heading">Visualisation</h4>
<p class="text-muted">The design and development of effective interactive visualisations of the network's structure and traffic.</p>
</div>
<br>
</div>
</div>
</section>
<!-- Project Breakdown Section -->
<section id="project_breakdown" class="bg-light-gray">
<div class="container">
<div class="row">
<div class="col-lg-12 text-center">
<h2 class="section-heading">Project Breakdown</h2>
<h3 class="section-subheading text-muted">Different sections of the project.</h3>
</div>
</div>
<div class="row">
<div class="col-lg-12">
<ul class="timeline">
<li>
<div class="timeline-image">
<a href="data_collection.html"><img class="img-circle img-responsive" src="img/proj_sections/probe.jpeg" alt=""></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4><a href = "data_collection.html">Data Collection</a></h4>
<h4 class="subheading">Topology Discovery</h4>
</div>
<div class="timeline-body">
<p class="text-muted">Using the RIPE Atlas platform, Traceroute measurements were conducted with three protocols (ICMP, UDP, TCP) from 12 probes to 50 destination IP addresses. After this analysis was done to identify overlapping paths to reduce packets sent and increase efficiency.
</p>
</div>
</div>
</li>
<li class="timeline-inverted">
<div class="timeline-image">
<a href="geovis.html"> <img class="img-circle img-responsive" src="img/proj_sections/map.png" alt="geospatial_vis"> <a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4><a href="geovis.html">Geospatial Visualisation</a></h4>
<h4 class="subheading">Visualising Traceroute Data</h4>
</div>
<div class="timeline-body">
<p class="text-muted"> Using Traceroute data collected from the Ripe Atlas platform, a geospatial visualisation was created visualising the network topology of institutions and NRENs in Southern and Eastern Africa. The effectiveness and accuracy communicating the network topology and routes of potential traffic traversal was then assessed.
</p>
</div>
</div>
</li>
<li>
<div class="timeline-image">
<a href="non_geovis.html"> <img class="img-circle img-responsive" src="img/proj_sections/logical.png" alt=""></a>
</div>
<div class="timeline-panel">
<div class="timeline-heading">
<h4><a href="non_geovis.html">Non-Geospatial Visualisation</a></h4>
<h4 class="subheading">Visualing NetFlow Data</h4>
</div>
<div class="timeline-body">
<p class="text-muted">An interactive
visualization dashboard was designed using NetFlow
data collected at an African NREN. The visualisation helps African NRENs identify
the biggest communication partners that transfer traffic through
their network and the characteristics of that traffic. </p>
</div>
</div>
</li>
<li class="timeline-inverted">
<div class="timeline-image">
<h4>UCT
<br>CS
<br>2015
</h4>
</div>
</li>
</ul>
</div>
</div>
</div>
</section>
<!-- Portfolio Grid Section -->
<section id="portfolio">
<div class="container">
<div class="row">
<div class="col-lg-12 text-center">
<h2 class="section-heading">Project Documents</h2>
<h3 class="section-subheading text-muted">Documents related to the project.</h3>
</div>
</div>
<!-- Project Proposal -->
<div class="row">
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/ProjectProposal.pdf" class="portfolio-link">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/proposal.png" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4> Project Proposal</h4>
<p class="text-muted">Project proposal for the AfriNREN project.</p>
</div>
</div>
<!--Proposal Presentation -->
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/ProposalPresentation.pdf" class="portfolio-link">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/presentation.png" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4>Project Proposal Presentation</h4>
<p class="text-muted">Presentation of the proposal for the AfriNREN project.</p>
</div>
</div>
<!-- Rosy Lit Review -->
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/Ethics_Approval.pdf" class="portfolio-link" data-toggle="modal">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/ethics.png" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4>Science Faculty Ethics Clearance</h4>
<p class="text-muted">Ethics approval from the Science Research Ethics Committee</p>
</div>
</div>
<!-- Rosy Lit Review -->
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/lit_review/LiteratureReview_snbros001.pdf" class="portfolio-link" data-toggle="modal">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/lit_rev_rosy.png" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4>Literature Review - Roslyn</h4>
<p class="text-muted">AfriNREN Project Literature Review</p>
</div>
</div>
<!-- Rob Lit Review -->
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/lit_review/LiteratureReview_pssrob001.pdf" class="portfolio-link" data-toggle="modal">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/lit_rev_rob.png" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4>Literature Review - Rob</h4>
<p class="text-muted">AfriNREN Project Literature Review</p>
</div>
</div>
<!-- Chantal Lit Review -->
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/lit_review/LiteratureReview_yngcha005.pdf" class="portfolio-link">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/lit_rev_chantal.png" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4>Literature Review - Chantal</h4>
<p class="text-muted">AfriNREN Project Literature Review</p>
</div>
</div>
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/final_papers/Rosy_Final_Paper.pdf" class="portfolio-link">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/paper_rosy.png" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4>Final Project Paper - Roslyn</h4>
<p class="text-muted">Topology Discovery for African NRENs</p>
</div>
</div>
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/final_papers/Rob_Final_Paper.pdf" class="portfolio-link" data-toggle="modal">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/paper_rob.png" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4>Final Project Paper - Rob</h4>
<p class="text-muted">AfriNREN: An Interactive Visualization Dashboard for African NRENs</p>
</div>
</div>
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/final_papers/Chantal_Final_Paper.pdf" class="portfolio-link" data-toggle="modal">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/paper_chantal.png" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4>Final Project Paper - Chantal</h4>
<p class="text-muted">Visualising the Network Topology of National Research and Education Networks in Africa</p>
</div>
</div>
<div class="col-md-4 col-sm-6 portfolio-item">
<a href="documents/meeting_minutes.zip" class="portfolio-link" data-toggle="modal">
<div class="portfolio-hover">
<div class="portfolio-hover-content">
<i class="fa fa-search-plus fa-3x"></i>
</div>
</div>
<img src="img/doc_prev/Meeting-Minutes.jpg" class="img-responsive" alt="">
</a>
<div class="portfolio-caption">
<h4>Meeting Minutes</h4>
<p class="text-muted">Minutes from project meetings</p>
</div>
</div>
</div>
</div>
</section>
<!-- Team Section -->
<section id="team" class="bg-light-gray">
<div class="container">
<div class="row">
<div class="col-lg-12 text-center">
<h2 class="section-heading">Project Team</h2>
<h3 class="section-subheading text-muted">Supervised by Hussein Suleman and Josiah Chavula.</h3>
</div>
</div>
<div class="row">
<div class="col-sm-4">
<div class="team-member">
<img src="img/team/1.jpg" class="img-responsive img-circle" alt="">
<h4>Robert Passmore</h4>
<p class="text-muted"><a href="non_geovis.html">Non-geospatial Visualisation Dashboard</a></p>
<p class="text-muted">Web Application Development</p>
<ul class="list-inline social-buttons">
<li><a href="https://github.com/rpass"><i class="fa fa-github"></i></a>
</li>
<li><a href="https://za.linkedin.com/pub/rob-passmore/5b/233/b32"><i class="fa fa-linkedin">
</i></a>
</li>
</ul>
</div>
</div>
<div class="col-sm-4">
<div class="team-member">
<img src="img/team/2.jpg" class="img-responsive img-circle" alt="">
<h4>Roslyn Sanby</h4>
<p class="text-muted"><a href="data_collection.html">Data Collection and Formatting</a></p>
<ul class="list-inline social-buttons">
<li><a href="https://github.com/rosy-sanby"><i class="fa fa-github"></i></a>
</li>
<li><a href="https://www.linkedin.com/in/roslyn-sanby-518a24101">
<i class="fa fa-linkedin"></i></a>
</li>
</ul>
</div>
</div>
<div class="col-sm-4">
<div class="team-member">
<img src="img/team/3.jpg" class="img-responsive img-circle" alt="">
<h4>Chantal Yang</h4>
<p class="text-muted"><a href = "geovis.html"> Geospatial Visualisation </a></p>
<ul class="list-inline social-buttons">
<li><a href="https://github.com/chantalyang"><i class="fa fa-github"></i></a>
</li>
<li><a href="https://za.linkedin.com/pub/chantal-yang/a0/127/317">
<i class="fa fa-linkedin"></i></a>
</li>
</ul>
</div>
</div>
</div>
<div class="row">
<div class="col-lg-8 col-lg-offset-2 text-center">
</div>
</div>
</div>
</section>
<br>
<footer>
<div class="container">
<div class="row" class="bg-light">
<div class="col-md-4">
<span class="copyright"> AfriNREN 2015</span>
</div>
<div class="col-md-4">
<a href="http://www.uct.ac.za/">
<img src="img/logos/uct.png" class="img-responsive img-centered" alt="University of Cape Town">
</a>
<ul class="list-inline quicklinks">
<li><a href="http://www.uct.ac.za/">University of Cape Town</a>
</li>
</ul>
</div>
<div class="col-md-4">
<a href="http://www.cs.uct.ac.za/">
<img src="img/logos/logo.png" class="img-responsive img-centered" alt="Computer Science Department">
</a>
<ul class="list-inline quicklinks">
<li><a href="http://www.cs.uct.ac.za/">Department of Computer Science</a>
</li>
</ul>
</div>
</div>
</div>
</footer>
<!-- jQuery -->
<script src="js/jquery.js"></script>
<!-- Bootstrap Core JavaScript -->
<script src="js/bootstrap.min.js"></script>
<!-- Plugin JavaScript -->
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<!-- Contact Form JavaScript -->
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