Scalable and Automated Workflow in Mining Large-Scale Severe-Storm Simulations
Identifieur interne : 000226 ( Istex/Corpus ); précédent : 000225; suivant : 000227Scalable and Automated Workflow in Mining Large-Scale Severe-Storm Simulations
Auteurs : Lei Jiang ; Gabrielle Allen ; Qin ChenSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2011.
Abstract
Abstract: The simulation of large-scale complex systems, such as modeling the effects of hurricanes or storms in coastal environments, typically requires a large amount of computing resources in addition to data storage capacity. To make an efficient prediction of the potential storm surge height for an incoming hurricane, surrogate models, which are computationally cheap and can reach a comparable level of accuracy with simulations, are desired. In this paper, we present a scalable and automated workflow for surrogate modeling with hurricane-related simulation data.
Url:
DOI: 10.1007/978-3-642-22351-8_45
Links to Exploration step
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<Para>The simulation of large-scale complex systems, such as modeling the effects of hurricanes or storms in coastal environments, typically requires a large amount of computing resources in addition to data storage capacity. To make an efficient prediction of the potential storm surge height for an incoming hurricane, surrogate models, which are computationally cheap and can reach a comparable level of accuracy with simulations, are desired. In this paper, we present a scalable and automated workflow for surrogate modeling with hurricane-related simulation data.</Para>
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<abstract lang="en">Abstract: The simulation of large-scale complex systems, such as modeling the effects of hurricanes or storms in coastal environments, typically requires a large amount of computing resources in addition to data storage capacity. To make an efficient prediction of the potential storm surge height for an incoming hurricane, surrogate models, which are computationally cheap and can reach a comparable level of accuracy with simulations, are desired. In this paper, we present a scalable and automated workflow for surrogate modeling with hurricane-related simulation data.</abstract>
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<back><listBibl><biblStruct xml:id="b0"><analytic><title level="a" type="main">Simulation data mining: a new form of computer simulation output</title>
<author><persName><forename type="first">T</forename>
<forename type="middle">F</forename>
<surname>Brady</surname>
</persName>
</author>
<author><persName><forename type="first">E</forename>
<surname>Yellig</surname>
</persName>
</author>
</analytic>
<monogr><title level="m">Proc. of the Winter Simulation Conference</title>
<meeting>. of the Winter Simulation Conference</meeting>
<imprint><date type="published" when="2005"></date>
<biblScope unit="page" from="285" to="289"></biblScope>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b1"><analytic><title level="a" type="main">Spatial-temporal causal modeling for climate change attribution</title>
<author><persName><forename type="first">A</forename>
<surname>Lozano</surname>
</persName>
</author>
<author><persName><forename type="first">H</forename>
<surname>Li</surname>
</persName>
</author>
</analytic>
<monogr><title level="m">Proc. of the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining</title>
<meeting>. of the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining</meeting>
<imprint><date type="published" when="2009"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b2"><analytic><title level="a" type="main">MapReduce: simplified data processing on large clusters</title>
<author><persName><forename type="first">J</forename>
<surname>Dean</surname>
</persName>
</author>
<author><persName><forename type="first">S</forename>
<surname>Ghemawat</surname>
</persName>
</author>
</analytic>
<monogr><title level="m">Proc. of USENIX Symposium on Operation Systems Design and Implementation, OSDI 2004</title>
<meeting>. of USENIX Symposium on Operation Systems Design and Implementation, OSDI 2004</meeting>
<imprint><date type="published" when="2004"></date>
</imprint>
</monogr>
</biblStruct>
<biblStruct xml:id="b3"><analytic><title level="a" type="main">Design, Implementation and Use of a Simulation Data Archive for Coastal Science</title>
<author><persName><forename type="first">H</forename>
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<author><persName><forename type="first">L</forename>
<surname>Jiang</surname>
</persName>
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<monogr><title level="m">Proc. of Int'l ACM Symposium on High-Perf. Parallel and Distributed Computing (HPDC 2010) Workshops</title>
<meeting>. of Int'l ACM Symposium on High-Perf. Parallel and Distributed Computing (HPDC 2010) Workshops</meeting>
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