TaPP short slides
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template: templates/talk_slides_v1.erb
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title: "Runtime Provenance Refinement for Notebooks"
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<section>
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<h3>Runtime Provenance Refinement for Notebooks</h3>
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<div style="margin-top: 60px;">
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<div style="width: 30%; display: inline-block; font-size: 75%;">
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<h4>Nachiket Deo</h4>
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<h4>Oliver Kennedy</h4>
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<p>University at Buffalo</p>
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<div style="width: 30%; display: inline-block; font-size: 75%;">
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<h4>Boris Glavic</h4>
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<p>Illinois Institute of Technology</p>
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</section>
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<section>
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<img src="graphics/2022-06-20/jupyter.svg" height="400px">
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</section>
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<section>
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<h1>1</h1>
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</section>
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<section>
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<img src="graphics/2022-06-20/NotebookOverview-Static.svg" height="400px"/>
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</section>
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<section>
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<div style="display: inline-block; width: 45%;">
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<img src="graphics/2022-06-20/Pimentel.png" height="400px">
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<p style="font-size: 70%;"><a href="https://ieeexplore.ieee.org/document/8816763">Pimentel et al</a>: "4.03% of notebooks on github are reproducible"</p>
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</div>
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<div style="display: inline-block; width: 45%;">
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<img src="graphics/2022-06-20/Grus.png">
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<p style="font-size: 70%;"><a href="https://www.youtube.com/watch?v=7jiPeIFXb6U">Joel Grus</a>: "For beginners, with dozens of cells and more complex code [the ability to run code snippets out of order] is utterly confusing."</p>
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</section>
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<section>
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<h1>2</h1>
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</section>
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<section>
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<svg data-src="graphics/2022-06-20/Parallelism.svg" width="800px"/>
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</section>
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<section>
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<ol>
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<li>Automatically re-run stale cells</li>
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<li>Run cells in parallel</li>
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</ol>
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<h3 class="fragment">Provenance!</h3>
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</section>
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<section>
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<h3>What type of Provenance?</h3>
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<dl>
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<dt class="fragment">Static Provenance</dt>
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<dd class="fragment">... too conservative</dd>
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<dt class="fragment">Dynamic Provenance</dt>
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<dd class="fragment">... not available until later</dd>
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</dl>
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<p class="fragment">... why not both?</p>
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<p class="fragment">TaPP Session 3 @ 2:30</p>
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</section>
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