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<div class="title">Data Analysis Projects</div>
<p>
In this assignment the goal is to get experience with a real Big Data challenge by attempting to solve
this on a large Hadoop cluster.  Computation for all projects will be performed on the 
<a href="https://surfsara.nl/systems/hadoop">SurfSara Hadoop cluster</a>. We will make all datasets mentioned below available there.
</p>
<p>
Access to the cluster is via <tt>ssh login.hathi.surfsara.nl</tt>.
We provide a proxy for the <a href="https://hathiproxy.u0d.de/cluster">SurfSara Hadoop Status</a> webpages
to avoid kerberos authentication problems from the VU and eduroam networks.
<p> 

<div class="post_title">Assignment</div>
<p>
Each group chooses one of the below topics in a FCFS manner based on the final leaderboard ranking of practical1. 
The outcome is as follows:
<ul>
<li> group 2 performs <a href="practical2a.shtml">project A</a>
<li> group 6 performs <a href="practical2h.shtml">project H</a>
<li> group 1 performs <a href="practical2b.shtml">project B</a>
<li> group 7 performs <a href="practical2g.shtml">project G</a>
<li> group 3 performs <a href="practical2d.shtml">project D</a>
<li> group 4 performs <a href="practical2e.shtml">project E</a>
<li> group 5 dropped out (? MIA)</li>
</ul>
</p>
<p>
Associated with each topic are related papers. These papers will be the papers to present in class in a 20 minute presentation.
</p>
<p>
The final result of the project is code (tar.gz) and a written project report.
</p>

<div class="post_title">Presentation</div>
<p>
The goal of the presentation is to get across the few most important points and motivate the audience to learn more about them. 
Not to summarize each detail in the paper.
</p>
<p>
Prepare slides. Each slide should contain maximally 5 lines of text and maximally 25 words. Diagrams and graphs (if simple and
beautiful) are recommended. 
</p>
<p>
Please practice your presentation beforehand, and send the slides to us one day in advance. Then, you get early feedback.
</p>

<div class="post_title">Report</div>
<p>
The project report should be a paper of length 5-12 pages formatted two-column like a scientific paper (<a href="http://www.vldb.org/2014/download_files/vldb.cls">latex-style</a>, <a href="http://www.vldb.org/2014/download_files/vldb_style_sample.zip">latex-example</a>, <a href="http://www.vldb.org/2014/download_files/vldb_sample.doc">word-example</a>) which contains the 
following information &amp; structure:
<ul>
<li><b>Introduction</b>: what is this project about and why is it interesting?</li>
<li><b>Related Work</b>: meaningfully summarize related literature to explain what this project builds on, in particular, discuss the two research papers chosen with this project (and discussed in your presentation)</li>
<li><b>Research Questions</b>: which questions is this project trying to answer, and/or hypotheses to investigate? These should cover both the project topic, as well as the technological side (aptness of the tools for the job, scalabilty of the solution).
<li><b>Project Setup</b>: the steps taken during the project.</li>
<li><b>Experiments</b>: a description of the experiments and their results.</li>
<li><b>Conclusions</b>: revisit the research questions and hypotheses and try to answer them. Any new questions? Insights in the usability of the employed technology for particular tasks?</li>
<li><b>Bibliography</b>
</ul>
<p>
If using Latex for formatting your paper, please use <a href="http://www.vldb.org/2014/download_files/vldb_sample.doc">bibtex</a> for the bibliography.
</p>

</table>

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