{"id":"https://openalex.org/W2027788381","doi":"https://doi.org/10.1145/2534248.2534257","title":"Time-bound analytic tasks on large datasets through dynamic configuration of workflows","display_name":"Time-bound analytic tasks on large datasets through dynamic configuration of workflows","publication_year":2013,"publication_date":"2013-10-23","ids":{"openalex":"https://openalex.org/W2027788381","doi":"https://doi.org/10.1145/2534248.2534257","mag":"2027788381"},"language":"en","primary_location":{"id":"doi:10.1145/2534248.2534257","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2534248.2534257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science","raw_type":"proceedings-article"},"type":"conference-paper","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/A5040878653","display_name":"Yolanda Gil","orcid":"https://orcid.org/0000-0001-8465-8341"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yolanda Gil","raw_affiliation_strings":["University of Southern California, Marina del Rey, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Marina del Rey, CA","institution_ids":["https://openalex.org/I2801204180","https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068092761","display_name":"Varun Ratnakar","orcid":"https://orcid.org/0000-0001-9381-705X"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2801204180","display_name":"Marina Del Rey Hospital","ror":"https://ror.org/05wqyfz02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2801204180"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varun Ratnakar","raw_affiliation_strings":["University of Southern California, Marina del Rey, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern California, Marina del Rey, CA","institution_ids":["https://openalex.org/I2801204180","https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055416702","display_name":"Rishi Verma","orcid":"https://orcid.org/0000-0002-0106-3279"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rishi Verma","raw_affiliation_strings":["NASA Jet Propulsion Laboratory, Pasadena, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Jet Propulsion Laboratory, Pasadena, CA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060618610","display_name":"Andrew F. Hart","orcid":null},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew Hart","raw_affiliation_strings":["NASA Jet Propulsion Laboratory, Pasadena, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Jet Propulsion Laboratory, Pasadena, CA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111692333","display_name":"Paul Ram\u00edrez","orcid":null},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Ramirez","raw_affiliation_strings":["NASA Jet Propulsion Laboratory, Pasadena, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Jet Propulsion Laboratory, Pasadena, CA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087994664","display_name":"C. A. Mattmann","orcid":"https://orcid.org/0000-0001-7086-3889"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris Mattmann","raw_affiliation_strings":["NASA Jet Propulsion Laboratory, Pasadena, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Jet Propulsion Laboratory, Pasadena, CA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074692384","display_name":"Arni Sumarlidason","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arni Sumarlidason","raw_affiliation_strings":["MDA Information Systems LLC, Gaithersburg, MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MDA Information Systems LLC, Gaithersburg, MD","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015954047","display_name":"Samuel L. Park","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samuel L. Park","raw_affiliation_strings":["MDA Information Systems LLC, Gaithersburg, MD"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MDA Information Systems LLC, Gaithersburg, MD","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"88","last_page":"97"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T11937","display_name":"Research Data Management Practices","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/workflow","display_name":"Workflow","score":0.9462217092514038},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8555645942687988},{"id":"https://openalex.org/keywords/workflow-engine","display_name":"Workflow engine","score":0.7633826732635498},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.7297471761703491},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.6946300864219666},{"id":"https://openalex.org/keywords/windows-workflow-foundation","display_name":"Windows Workflow Foundation","score":0.49728038907051086},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.48646780848503113},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.44923195242881775},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.44596636295318604},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.4327351450920105},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4242158532142639},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3791368007659912},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36090290546417236},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2212216854095459}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.9462217092514038},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8555645942687988},{"id":"https://openalex.org/C188220564","wikidata":"https://www.wikidata.org/wiki/Q3325097","display_name":"Workflow engine","level":3,"score":0.7633826732635498},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.7297471761703491},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.6946300864219666},{"id":"https://openalex.org/C163888707","wikidata":"https://www.wikidata.org/wiki/Q1154450","display_name":"Windows Workflow Foundation","level":4,"score":0.49728038907051086},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.48646780848503113},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.44923195242881775},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.44596636295318604},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.4327351450920105},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4242158532142639},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3791368007659912},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36090290546417236},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2212216854095459},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2534248.2534257","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2534248.2534257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th Workshop on Workflows in Support of Large-Scale Science","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.684.8523","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.684.8523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.isi.edu/%7Egil/papers/gil-etal-works13.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5601806815","display_name":null,"funder_award_id":"FA9550-11-1-0104","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G561878535","display_name":null,"funder_award_id":"FA8750-13-C-0016","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1136076469","https://openalex.org/W1880262756","https://openalex.org/W1966275653","https://openalex.org/W1980511697","https://openalex.org/W1997900506","https://openalex.org/W2020680420","https://openalex.org/W2054818428","https://openalex.org/W2055658655","https://openalex.org/W2062293942","https://openalex.org/W2094379143","https://openalex.org/W2097154153","https://openalex.org/W2099403556","https://openalex.org/W2109230338","https://openalex.org/W2109419450","https://openalex.org/W2112110577","https://openalex.org/W2115570304","https://openalex.org/W2117309270","https://openalex.org/W2118034653","https://openalex.org/W2120957884","https://openalex.org/W2141446589","https://openalex.org/W2143543488","https://openalex.org/W2151782169","https://openalex.org/W2159065635","https://openalex.org/W2165599843","https://openalex.org/W2170413361","https://openalex.org/W2404289123","https://openalex.org/W3186932907","https://openalex.org/W6627402497","https://openalex.org/W6684489972"],"related_works":["https://openalex.org/W2049143847","https://openalex.org/W2352774566","https://openalex.org/W2370201914","https://openalex.org/W2356466503","https://openalex.org/W2373656887","https://openalex.org/W2354357087","https://openalex.org/W2376671203","https://openalex.org/W2385499106","https://openalex.org/W2387628393","https://openalex.org/W4243394944"],"abstract_inverted_index":{"Domain":[0],"experts":[1],"are":[2,81,159,169],"often":[3,86],"untrained":[4],"in":[5,164,181],"big":[6],"data":[7,17],"technologies":[8,150],"and":[9,29,126,147,168,187,196,204],"this":[10,102,179],"limits":[11],"their":[12,70,173],"ability":[13],"to":[14,72,88,108,114,130,151,161,172],"exploit":[15],"the":[16,24,66,162,182,191,197],"they":[18,53,61],"have":[19,177],"available.":[20],"Workflow":[21],"systems":[22,50,110],"hide":[23],"complexities":[25],"of":[26,48],"high-end":[27],"computing":[28],"software":[30],"engineering":[31],"by":[32,43,65,120],"offering":[33],"pre-packaged":[34],"analytic":[35],"steps":[36],"combined":[37],"into":[38,57,116],"multi-step":[39],"methods":[40],"commonly":[41],"used":[42],"experts.":[44],"A":[45],"current":[46],"limitation":[47],"workflow":[49,109,124,140,145,154,157,194,205],"is":[51,76],"that":[52,111],"do":[54,73],"not":[55],"take":[56,69,115],"account":[58,117],"user":[59,118,163],"deadlines:":[60],"run":[62],"workflows":[63],"selected":[64],"user,":[67],"but":[68],"time":[71],"so.":[74],"This":[75],"impractical":[77],"when":[78],"large":[79],"datasets":[80],"at":[82],"stake,":[83],"since":[84],"users":[85],"prefer":[87],"see":[89],"an":[90,106],"answer":[91],"faster":[92],"even":[93],"if":[94],"it":[95],"has":[96],"lower":[97],"precision":[98],"or":[99],"quality.":[100],"In":[101],"paper,":[103],"we":[104],"present":[105],"extension":[107],"enables":[112],"them":[113,128],"deadlines":[119],"automatically":[121],"generating":[122],"alternative":[123],"candidates":[125,158],"ranking":[127],"according":[129,171],"performance":[131,141],"estimates.":[132,175],"The":[133],"system":[134,195],"makes":[135],"these":[136],"estimates":[137],"based":[138],"on":[139],"models":[142],"created":[143],"from":[144,190],"executions,":[146],"uses":[148],"semantic":[149,193],"reason":[152],"about":[153],"options.":[155],"Possible":[156],"presented":[160],"a":[165],"compact":[166],"manner,":[167],"ranked":[170],"runtime":[174],"We":[176],"implemented":[178],"approach":[180],"WOOT":[183],"system,":[184],"which":[185],"combines":[186],"extends":[188],"capabilities":[189],"WINGS":[192],"Apache":[198],"OODT":[199],"Object":[200],"Oriented":[201],"Data":[202],"Technology":[203],"execution":[206],"system.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}