{"id":"https://openalex.org/W2030907924","doi":"https://doi.org/10.1109/ldav.2011.6092324","title":"Scalable parallel building blocks for custom data analysis","display_name":"Scalable parallel building blocks for custom data analysis","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W2030907924","doi":"https://doi.org/10.1109/ldav.2011.6092324","mag":"2030907924"},"language":"en","primary_location":{"id":"doi:10.1109/ldav.2011.6092324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ldav.2011.6092324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Large Data Analysis and Visualization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057612088","display_name":"Tom Peterka","orcid":null},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tom Peterka","raw_affiliation_strings":["Argonne National Laboratory, USA","[Argonne Nat. Lab., Argonne, IL, USA]"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"[Argonne Nat. Lab., Argonne, IL, USA]","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036808423","display_name":"Robert Ross","orcid":"https://orcid.org/0000-0002-5435-5857"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Ross","raw_affiliation_strings":["Argonne National Laboratory, USA","[Argonne Nat. Lab., Argonne, IL, USA]"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"[Argonne Nat. Lab., Argonne, IL, USA]","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047677160","display_name":"Attila Gyulassy","orcid":"https://orcid.org/0000-0002-6046-8022"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Attila Gyulassy","raw_affiliation_strings":["University of Utah, USA","University of Utah, Salt Lake City, UT, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Utah, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA#TAB#","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009460413","display_name":"Valerio Pascucci","orcid":"https://orcid.org/0000-0002-8877-2042"},"institutions":[{"id":"https://openalex.org/I223532165","display_name":"University of Utah","ror":"https://ror.org/03r0ha626","country_code":"US","type":"education","lineage":["https://openalex.org/I223532165"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valerio Pascucci","raw_affiliation_strings":["University of Utah, USA","University of Utah, Salt Lake City, UT, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Utah, USA","institution_ids":["https://openalex.org/I223532165"]},{"raw_affiliation_string":"University of Utah, Salt Lake City, UT, USA#TAB#","institution_ids":["https://openalex.org/I223532165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108094134","display_name":"Wesley Kendall","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wesley Kendall","raw_affiliation_strings":["University of Tennessee Knoxville, USA","University of Tennessee at Knoxville, Knoxville, TN, USA,"],"affiliations":[{"raw_affiliation_string":"University of Tennessee Knoxville, USA","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"University of Tennessee at Knoxville, Knoxville, TN, USA,","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065630217","display_name":"Han\u2010Wei Shen","orcid":"https://orcid.org/0000-0002-1211-2320"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Han-Wei Shen","raw_affiliation_strings":["Ohio State University, USA","Ohio State University; Columbus OH USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Ohio State University; Columbus OH USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028237720","display_name":"Teng\u2010Yok Lee","orcid":"https://orcid.org/0000-0003-1001-381X"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teng-Yok Lee","raw_affiliation_strings":["Ohio State University, USA","Ohio State University; Columbus OH USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Ohio State University; Columbus OH USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111877704","display_name":"Abon Chaudhuri","orcid":null},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abon Chaudhuri","raw_affiliation_strings":["Ohio State University, USA","Ohio State University; Columbus OH USA"],"affiliations":[{"raw_affiliation_string":"Ohio State University, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Ohio State University; Columbus OH USA","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5057612088"],"corresponding_institution_ids":["https://openalex.org/I1282105669"],"apc_list":null,"apc_paid":null,"fwci":17.0179,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.99139128,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8329512476921082},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.7698197364807129},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7539610862731934},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5951710939407349},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5814286470413208},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4754366874694824},{"id":"https://openalex.org/keywords/parallel-algorithm","display_name":"Parallel algorithm","score":0.4349581301212311},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4242205023765564},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41068702936172485},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.40850648283958435},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3305452764034271},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20867031812667847},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09584501385688782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8329512476921082},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.7698197364807129},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7539610862731934},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5951710939407349},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5814286470413208},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4754366874694824},{"id":"https://openalex.org/C120373497","wikidata":"https://www.wikidata.org/wiki/Q1087987","display_name":"Parallel algorithm","level":2,"score":0.4349581301212311},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4242205023765564},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41068702936172485},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.40850648283958435},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3305452764034271},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20867031812667847},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09584501385688782},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ldav.2011.6092324","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ldav.2011.6092324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Large Data Analysis and Visualization","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.726.9860","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.726.9860","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mcs.anl.gov/%7Etpeterka/papers/peterka-ldav11-paper.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1641327695","https://openalex.org/W1672316377","https://openalex.org/W1981812667","https://openalex.org/W2004074358","https://openalex.org/W2011483870","https://openalex.org/W2012255008","https://openalex.org/W2012870353","https://openalex.org/W2047890294","https://openalex.org/W2077369618","https://openalex.org/W2080605277","https://openalex.org/W2082227335","https://openalex.org/W2089001914","https://openalex.org/W2096980209","https://openalex.org/W2097590615","https://openalex.org/W2104284394","https://openalex.org/W2112066591","https://openalex.org/W2119379074","https://openalex.org/W2119844854","https://openalex.org/W2120573711","https://openalex.org/W2121253712","https://openalex.org/W2121512784","https://openalex.org/W2124199658","https://openalex.org/W2130836080","https://openalex.org/W2131842619","https://openalex.org/W2132029508","https://openalex.org/W2136235292","https://openalex.org/W2137197875","https://openalex.org/W2140971703","https://openalex.org/W2141672427","https://openalex.org/W2144823948","https://openalex.org/W2151713275","https://openalex.org/W2156077349","https://openalex.org/W2163693079","https://openalex.org/W2173213060","https://openalex.org/W3140979649","https://openalex.org/W3149652069","https://openalex.org/W4232802721","https://openalex.org/W6636635267","https://openalex.org/W6651159508","https://openalex.org/W6653461137","https://openalex.org/W6674945165","https://openalex.org/W6681255021"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W2146343568","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W3138386522","https://openalex.org/W2499279132","https://openalex.org/W2607998022","https://openalex.org/W2059382600","https://openalex.org/W2005006850"],"abstract_inverted_index":{"We":[0,103],"present":[1],"a":[2,56,71],"set":[3,26],"of":[4,67,74,84,94,100,107],"building":[5],"blocks":[6,66,85],"that":[7,43,63,86],"provide":[8],"scalable":[9,28],"data":[10],"movement":[11],"capability":[12],"to":[13],"computational":[14],"scientists":[15],"and":[16,39,96,117],"visualization":[17],"researchers":[18],"for":[19,30],"writing":[20],"their":[21],"own":[22],"parallel":[23,35,114,118],"analysis.":[24,121],"The":[25,50,77,122],"includes":[27],"tools":[29],"domain":[31],"decomposition,":[32],"process":[33],"assignment,":[34],"I/O,":[36],"global":[37,51],"reduction,":[38],"local":[40,128],"neighborhood":[41,129],"communicationtasks":[42],"are":[44,87],"common":[45],"across":[46],"many":[47],"analysis":[48,68,112],"applications.":[49],"reduction":[52],"is":[53,79],"performed":[54],"with":[55],"new":[57,137],"algorithm,":[58,131],"described":[59],"in":[60,81,89,110],"this":[61],"paper,":[62],"efficiently":[64],"merges":[65],"results":[69],"into":[70],"smaller":[72],"number":[73,83,93,99],"larger":[75],"blocks.":[76,102],"merging":[78],"configurable":[80],"the":[82,92,97,105,133,136],"reduced":[88],"each":[90],"round,":[91],"rounds,":[95],"total":[98],"resulting":[101],"highlight":[104],"use":[106],"our":[108],"library":[109],"two":[111],"applications:":[113],"streamline":[115],"generation":[116],"Morse-Smale":[119],"topological":[120],"first":[123],"case":[124],"uses":[125,135],"an":[126],"existing":[127],"communication":[130],"whereas":[132],"latter":[134],"merge":[138],"algorithm.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":14}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
