GeoComputation in the Grid Computing Age
Identifieur interne : 000292 ( Istex/Corpus ); précédent : 000291; suivant : 000293GeoComputation in the Grid Computing Age
Auteurs : Qingfeng Guan ; Tong Zhang ; C. ClarkeSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2006.
Abstract
Abstract: This paper first discusses some challenges that current GeoComputation faces in terms of usability, feasibility, applicability and availability, and the opportunities that will arise when new computing technologies, especially Grid Computing, emerge and prevail. A Grid-based geospatial problem-solving architecture is proposed to provide a solution for building an easy-to-use, widely accessible and high-performance geospatial problem-solving environment that integrates multiple complicated GeoComputational processes at an acceptable cost. A parallel geographic cellular automata model is given as an example to address some distinguishing issues when designing and implementing parallel algorithms for GeoComputation to effectively and efficiently utilize the computational Grid.
Url:
DOI: 10.1007/11935148_22
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ISTEX:C05ECFD40C214082FB331A0CC0FE93F94F9C163FLe document en format XML
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ID="Aff9"><OrgName>Indian Institute of Technology</OrgName><OrgAddress><City>Madras</City><Country>India</Country></OrgAddress></Affiliation><Affiliation ID="Aff10"><OrgName>University of Dortmund</OrgName><OrgAddress><Country>Germany</Country></OrgAddress></Affiliation><Affiliation ID="Aff11"><OrgName>Massachusetts Institute of Technology</OrgName><OrgAddress><City>MA</City><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff12"><OrgName>University of California</OrgName><OrgAddress><City>Los Angeles</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff13"><OrgName>University of California</OrgName><OrgAddress><City>Berkeley</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff14"><OrgName>Rice University</OrgName><OrgAddress><City>Houston</City><State>TX</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff15"><OrgName>Max-Planck Institute of Computer Science</OrgName><OrgAddress><City>Saarbruecken</City><Country>Germany</Country></OrgAddress></Affiliation></EditorGroup></SeriesHeader><Book Language="En"><BookInfo BookProductType="Proceedings" ContainsESM="No" Language="En" MediaType="eBook" NumberingDepth="2" NumberingStyle="ContentOnly" OutputMedium="All" TocLevels="0"><BookID>978-3-540-49467-6</BookID><BookTitle>Web and Wireless Geographical Information Systems</BookTitle><BookSubTitle>6th International Symposium, W2GIS 2006, Hong Kong, China, December 4-5, 2006. Proceedings</BookSubTitle><BookVolumeNumber>4295</BookVolumeNumber><BookSequenceNumber>4295</BookSequenceNumber><BookDOI>10.1007/11935148</BookDOI><BookTitleID>142789</BookTitleID><BookPrintISBN>978-3-540-49466-9</BookPrintISBN><BookElectronicISBN>978-3-540-49467-6</BookElectronicISBN><BookChapterCount>24</BookChapterCount><BookCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2006</CopyrightYear></BookCopyright><BookSubjectGroup><BookSubject Code="I" Type="Primary">Computer Science</BookSubject><BookSubject Code="I18024" Priority="1" Type="Secondary">Database Management</BookSubject><BookSubject Code="I18032" Priority="2" Type="Secondary">Information Storage and Retrieval</BookSubject><BookSubject Code="I18040" Priority="3" Type="Secondary">Information Systems Applications (incl.Internet)</BookSubject><BookSubject Code="I18059" Priority="4" Type="Secondary">Multimedia Information Systems</BookSubject><BookSubject Code="I13022" Priority="5" Type="Secondary">Computer Communication Networks</BookSubject><SubjectCollection Code="SUCO11645">Computer Science</SubjectCollection></BookSubjectGroup><BookContext><SeriesID>558</SeriesID></BookContext></BookInfo><BookHeader><EditorGroup><Editor AffiliationIDS="Aff16"><EditorName DisplayOrder="Western"><GivenName>James</GivenName><GivenName>D.</GivenName><FamilyName>Carswell</FamilyName></EditorName><Contact><Email>jcarswell@dit.ie</Email></Contact></Editor><Editor AffiliationIDS="Aff17"><EditorName DisplayOrder="Western"><GivenName>Taro</GivenName><FamilyName>Tezuka</FamilyName></EditorName><Contact><Email>tezuka@media.ritsumei.ac.jp</Email></Contact></Editor><Affiliation ID="Aff16"><OrgDivision>Digital Media Centre</OrgDivision><OrgName>Dublin Institute of Technology</OrgName><OrgAddress><City>Aungier St.</City><Country>Ireland</Country></OrgAddress></Affiliation><Affiliation ID="Aff17"><OrgDivision>College of Information Science and Engineering Institute of Science and Engineering</OrgDivision><OrgName>Ritsumeikan University</OrgName><OrgAddress><City>Kyoto</City><Country>Japan</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part6"><PartInfo TocLevels="0"><PartID>6</PartID><PartSequenceNumber>6</PartSequenceNumber><PartTitle>Session 6 - Semantic Geo-spatial Web and Ubiquitous W2GIS</PartTitle><PartChapterCount>4</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookTitle>Web and Wireless Geographical Information Systems</BookTitle></PartContext></PartInfo><Chapter ID="Chap22" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingDepth="2" NumberingStyle="ContentOnly" TocLevels="0"><ChapterID>22</ChapterID><ChapterDOI>10.1007/11935148_22</ChapterDOI><ChapterSequenceNumber>22</ChapterSequenceNumber><ChapterTitle Language="En">GeoComputation in the Grid Computing Age</ChapterTitle><ChapterFirstPage>237</ChapterFirstPage><ChapterLastPage>246</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2006</CopyrightYear></ChapterCopyright><ChapterGrants Type="Regular"><MetadataGrant Grant="OpenAccess"></MetadataGrant><AbstractGrant Grant="OpenAccess"></AbstractGrant><BodyPDFGrant Grant="Restricted"></BodyPDFGrant><BodyHTMLGrant Grant="Restricted"></BodyHTMLGrant><BibliographyGrant Grant="Restricted"></BibliographyGrant><ESMGrant Grant="Restricted"></ESMGrant></ChapterGrants><ChapterContext><SeriesID>558</SeriesID><PartID>6</PartID><BookID>978-3-540-49467-6</BookID><BookTitle>Web and Wireless Geographical Information Systems</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff18"><AuthorName DisplayOrder="Western"><GivenName>Qingfeng</GivenName><FamilyName>Guan</FamilyName></AuthorName><Contact><Email>guan@geog.ucsb.edu</Email></Contact></Author><Author AffiliationIDS="Aff19"><AuthorName DisplayOrder="Western"><GivenName>Tong</GivenName><FamilyName>Zhang</FamilyName></AuthorName><Contact><Email>zhangt@rohan.sdsu.edu</Email></Contact></Author><Author AffiliationIDS="Aff18"><AuthorName DisplayOrder="Western"><GivenName>Keith</GivenName><GivenName>C.</GivenName><FamilyName>Clarke</FamilyName></AuthorName><Contact><Email>kclarke@geog.ucsb.edu</Email></Contact></Author><Affiliation ID="Aff18"><OrgDivision>Department of Geography</OrgDivision><OrgName>University of California, Santa Barbara</OrgName><OrgAddress><City>Santa Barbara</City><State>CA</State><Postcode>93106</Postcode><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff19"><OrgDivision>Department of Geography</OrgDivision><OrgName>San Diego State University</OrgName><OrgAddress><Street>5500 Campanile Drive</Street><City>San Diego</City><State>CA</State><Postcode>92182-4493</Postcode><Country>USA</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>This paper first discusses some challenges that current GeoComputation faces in terms of usability, feasibility, applicability and availability, and the opportunities that will arise when new computing technologies, especially Grid Computing, emerge and prevail. A Grid-based geospatial problem-solving architecture is proposed to provide a solution for building an easy-to-use, widely accessible and high-performance geospatial problem-solving environment that integrates multiple complicated GeoComputational processes at an acceptable cost. A parallel geographic cellular automata model is given as an example to address some distinguishing issues when designing and implementing parallel algorithms for GeoComputation to effectively and efficiently utilize the computational Grid.</Para></Abstract><KeywordGroup Language="En"><Heading>Keywords</Heading><Keyword>GeoComputation</Keyword><Keyword>Grid Computing</Keyword><Keyword>Web portals</Keyword><Keyword>Parallel algorithm design</Keyword></KeywordGroup></ChapterHeader><NoBody></NoBody></Chapter></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>GeoComputation in the Grid Computing Age</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>GeoComputation in the Grid Computing Age</title></titleInfo><name type="personal"><namePart type="given">Qingfeng</namePart><namePart type="family">Guan</namePart><affiliation>Department of Geography, University of California, Santa Barbara, 93106, Santa Barbara, CA, USA</affiliation><affiliation>E-mail: guan@geog.ucsb.edu</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Tong</namePart><namePart type="family">Zhang</namePart><affiliation>Department of Geography, San Diego State University, 5500 Campanile Drive, 92182-4493, San Diego, CA, USA</affiliation><affiliation>E-mail: zhangt@rohan.sdsu.edu</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Keith</namePart><namePart type="given">C.</namePart><namePart type="family">Clarke</namePart><affiliation>Department of Geography, University of California, Santa Barbara, 93106, Santa Barbara, CA, USA</affiliation><affiliation>E-mail: kclarke@geog.ucsb.edu</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre type="conference" displayLabel="OriginalPaper"></genre><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2006</dateIssued><copyrightDate encoding="w3cdtf">2006</copyrightDate></originInfo><language><languageTerm type="code" authority="rfc3066">en</languageTerm><languageTerm type="code" authority="iso639-2b">eng</languageTerm></language><physicalDescription><internetMediaType>text/html</internetMediaType></physicalDescription><abstract lang="en">Abstract: This paper first discusses some challenges that current GeoComputation faces in terms of usability, feasibility, applicability and availability, and the opportunities that will arise when new computing technologies, especially Grid Computing, emerge and prevail. A Grid-based geospatial problem-solving architecture is proposed to provide a solution for building an easy-to-use, widely accessible and high-performance geospatial problem-solving environment that integrates multiple complicated GeoComputational processes at an acceptable cost. A parallel geographic cellular automata model is given as an example to address some distinguishing issues when designing and implementing parallel algorithms for GeoComputation to effectively and efficiently utilize the computational Grid.</abstract><relatedItem type="host"><titleInfo><title>Web and Wireless Geographical Information Systems</title><subTitle>6th International Symposium, W2GIS 2006, Hong Kong, China, December 4-5, 2006. Proceedings</subTitle></titleInfo><name type="personal"><namePart type="given">James</namePart><namePart type="given">D.</namePart><namePart type="family">Carswell</namePart><affiliation>Digital Media Centre, Dublin Institute of Technology, Aungier St., Ireland</affiliation><affiliation>E-mail: jcarswell@dit.ie</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Taro</namePart><namePart type="family">Tezuka</namePart><affiliation>College of Information Science and Engineering Institute of Science and Engineering, Ritsumeikan University, Kyoto, Japan</affiliation><affiliation>E-mail: tezuka@media.ritsumei.ac.jp</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><genre type="book-series" displayLabel="Proceedings"></genre><originInfo><copyrightDate encoding="w3cdtf">2006</copyrightDate><issuance>monographic</issuance></originInfo><subject><genre>Book-Subject-Collection</genre><topic 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type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Takeo</namePart><namePart type="family">Kanade</namePart><affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Josef</namePart><namePart type="family">Kittler</namePart><affiliation>University of Surrey, Guildford, UK</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Jon</namePart><namePart type="given">M.</namePart><namePart type="family">Kleinberg</namePart><affiliation>Cornell University, Ithaca, NY, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Friedemann</namePart><namePart type="family">Mattern</namePart><affiliation>ETH Zurich, Switzerland</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">John</namePart><namePart type="given">C.</namePart><namePart type="family">Mitchell</namePart><affiliation>Stanford University, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Moni</namePart><namePart type="family">Naor</namePart><affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Oscar</namePart><namePart type="family">Nierstrasz</namePart><affiliation>University of Bern, Switzerland</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">C.</namePart><namePart type="family">Pandu Rangan</namePart><affiliation>Indian Institute of Technology, Madras, India</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Bernhard</namePart><namePart type="family">Steffen</namePart><affiliation>University of Dortmund, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Madhu</namePart><namePart type="family">Sudan</namePart><affiliation>Massachusetts Institute of Technology, MA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Demetri</namePart><namePart type="family">Terzopoulos</namePart><affiliation>University of California, Los Angeles, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Dough</namePart><namePart type="family">Tygar</namePart><affiliation>University of California, Berkeley, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Moshe</namePart><namePart 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