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	<pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/650/PROB-A-tool-for-Tracking-Provenance-and-Reproducibility-of-Big-Data-Experiments">
		<rdfs:label><![CDATA[PROB: A tool for Tracking Provenance and Reproducibility of Big Data Experiments]]></rdfs:label>
		<pub:title><![CDATA[PROB: A tool for Tracking Provenance and Reproducibility of Big Data Experiments]]></pub:title>
		<pub:publishedOn rdf:datatype="&xsd;dateTime">2014-03-02T00:00:00-05:00</pub:publishedOn>
		<pub:abstract><![CDATA[Reproducibility of computations and data provenance are very important goals to achieve in order to improve the quality of one's research. Unfortunately, despite some efforts made in the past, it is still very hard to reproduce computational experiments with high degree of certainty. The Big Data phenomenon in recent years makes this goal even harder to achieve. In this work, we propose a tool that aids researchers to improve reproducibility of their experiments through automated keeping of provenance records.

]]></pub:abstract>
		<pub:counter>2288</pub:counter>
		<pub:tag><![CDATA[big data]]></pub:tag>
		<pub:tag><![CDATA[learning]]></pub:tag>
		<pub:tag><![CDATA[personalized medicine]]></pub:tag>
		<pub:tag><![CDATA[provenance]]></pub:tag>
		<pub:booktitle><![CDATA[Reproduce '14.  HPCA 2014]]></pub:booktitle>
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					<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Anupam/Joshi"><person:name><![CDATA[Anupam Joshi]]></person:name><rdfs:label><![CDATA[Anupam Joshi]]></rdfs:label></person:Person>
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							<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Vladimir/Korolev"><person:name><![CDATA[Vladimir Korolev]]></person:name><rdfs:label><![CDATA[Vladimir Korolev]]></rdfs:label></person:Person>
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<person:Person rdf:about="http://ebiquity.umbc.edu/person/html/Anupam/Joshi"><person:name><![CDATA[Anupam Joshi]]></person:name><rdfs:label><![CDATA[Anupam Joshi]]></rdfs:label></person:Person>
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