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<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Is Big Data a Big Deal? Not Without Correct Software!
</title>
<meta name="description" content="Teaching Slides for Computer Science 111">
<meta name="author" content="Gregory M. Kapfhammer">
<meta name="apple-mobile-web-app-capable" content="yes" />
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<body>
<div class="reveal">
<div class="slides">
<section data-background-transition="none" data-background="" style="">
<h1>Is Big Data a Big Deal?<h1>
<h2>Not Without Correct Software!</h2>
<p>Gregory M. Kapfhammer</p>
</section>
<section>
<h1>What is Big Data?</h1>
<p class="fragment">Electronic music group from New York City?</p>
<p class="fragment">Yes, but not in this context!</p>
<p class="fragment">Create <b class="orange">models</b>, make <b class="orange">predictions</b>, and take <b class="orange">action</b>!</p>
</section>
<section data-background-transition="none" data-background="images/4041164566_37b36db688_o_d.jpg" style="">
</section>
<section data-background-transition="none" data-background="" style="">
<h1>"V" Times Three?</h1>
<p class="fragment"><b class="orange">V</b>olume</p>
<p class="fragment"><b class="orange">V</b>elocity</p>
<p class="fragment"><b class="orange">V</b>ariety</p>
</section>
<section>
<h1>Wait, have we missed a "V"?</h1>
</section>
<section data-background-transition="none" data-background="images/6644690863_e28c16163f_b_d.jpg" style="">
</section>
<section data-background-transition="none" data-background="" style="">
<h1>We Need Veracity!</h1>
<p class="fragment"><b class="orange">Confidence</b> in the <b class="orange">correctness</b> of the data and software</p>
<p class="fragment">Achieved through <b class="orange">verification</b> and <b class="orange">validation</b></p>
</section>
<section>
<h1>Software Testing</h1>
<p class="fragment">Execute the test cases against the system under test</p>
<p class="fragment">Check to see if the system's output is as expected</p>
</section>
<section data-background-transition="none" data-background="images/KCIU8RWM09.jpg" style="">
</section>
<section data-background-transition="none" data-background="" style="">
<h1>Status Report</h1>
<p class="fragment">Testing <b class="orange">data mining</b> and <b class="orange">database systems</b></p>
<p class="fragment">Research is preliminary and transfer is not common!</p>
</section>
<section>
<h1>Challenges?</h1>
<p class="fragment"><b class="orange">Testing</b>: scale to the level of big data systems</p>
<p class="fragment"><b class="orange">Big</b> <b class="orange">Data</b>: Holistically consider all of the four "V"s</p>
</section>
<section>
<h1>Next Steps?</h1>
</section>
<section data-background-transition="none" data-background="images/96E1A8F1CB.jpg" style="">
</section>
<section data-background-transition="none" data-background="" style="">
<h1>Let's Talk!</h1>
<p class="fragment"><b class="orange">Collaboration</b> between research communities</p>
<p class="fragment">Demonstrate the <b class="orange">correctness</b> of big data systems</p>
</section>
<section>
<h1>Is Big Data a Big Deal?</h1>
</section>
<section>
<h1>Of course it is!</h1>
</section>
<section data-background-transition="none" data-background="images/98E9041246.jpg" style="">
</section>
<section data-background-transition="none" data-background="" style="">
<h1>A Bigger Deal</h1>
<p class="fragment">Greater impact with <b class="orange">high-quality</b> big data systems</p>
<p class="fragment">Important societal benefits with <b class="orange">correct</b> predictions</p>
<p class="fragment">Enhance and sustain our influence — <b class="orange">together</b>!</p>
</section>
</div>
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