{"id":"https://openalex.org/W2249050950","doi":"https://doi.org/10.1145/2822332.2822336","title":"Contemporary challenges for data-intensive scientific workflow management systems","display_name":"Contemporary challenges for data-intensive scientific workflow management systems","publication_year":2015,"publication_date":"2015-11-05","ids":{"openalex":"https://openalex.org/W2249050950","doi":"https://doi.org/10.1145/2822332.2822336","mag":"2249050950"},"language":"en","primary_location":{"id":"doi:10.1145/2822332.2822336","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2822332.2822336","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2822336&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th Workshop on Workflows in Support of Large-Scale Science","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2822336&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056661297","display_name":"Ryan L. Mork","orcid":null},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryan Mork","raw_affiliation_strings":["The University of Chicago, Chicago, IL"],"affiliations":[{"raw_affiliation_string":"The University of Chicago, Chicago, IL","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061645618","display_name":"Paul Martin","orcid":"https://orcid.org/0000-0003-1916-864X"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Paul Martin","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068341719","display_name":"Zhiming Zhao","orcid":"https://orcid.org/0000-0002-6717-9418"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I4210135670","display_name":"Amsterdam University of the Arts","ror":"https://ror.org/04dde1554","country_code":"NL","type":"education","lineage":["https://openalex.org/I4210135670"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Zhiming Zhao","raw_affiliation_strings":["University of Amsterdam, Amsterdam, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I4210135670","https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056661297"],"corresponding_institution_ids":["https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":2.615,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92857143,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T11937","display_name":"Research Data Management Practices","score":0.9962999820709229,"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"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9811000227928162,"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/workflow","display_name":"Workflow","score":0.8559855818748474},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7619523406028748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7025587558746338},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6450768709182739},{"id":"https://openalex.org/keywords/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.5575434565544128},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5370117425918579},{"id":"https://openalex.org/keywords/e-science","display_name":"e-Science","score":0.5343377590179443},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5226811766624451},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49707940220832825},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.4915259778499603},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3333311080932617},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.23473572731018066},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09165564179420471}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8559855818748474},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7619523406028748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7025587558746338},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6450768709182739},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.5575434565544128},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5370117425918579},{"id":"https://openalex.org/C517757529","wikidata":"https://www.wikidata.org/wiki/Q1273268","display_name":"e-Science","level":3,"score":0.5343377590179443},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5226811766624451},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49707940220832825},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.4915259778499603},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3333311080932617},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.23473572731018066},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09165564179420471},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2822332.2822336","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2822332.2822336","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2822336&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th Workshop on Workflows in Support of Large-Scale Science","raw_type":"proceedings-article"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/934e18c8-0b01-4bc3-bb3d-62a4703e201f","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/contemporary-challenges-for-dataintensive-scientific-workflow-management-systems(934e18c8-0b01-4bc3-bb3d-62a4703e201f).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mork, R, Martin, P & Zhao, Z 2015, Contemporary Challenges for Data-intensive Scientific Workflow Management Systems. in Proceedings of WORKS 2015 : the 10th Workshop on Workflows in Support of Large-Scale Science : November 15, 2015., 4, New York, NY, International workshop on Workflows in support of large-scale science (WORKS 15), in the context of IEEE Supercomputing 2015, 15/11/15. https://doi.org/10.1145/2822332.2822336","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:uvapub:oai:dare.uva.nl:publications/934e18c8-0b01-4bc3-bb3d-62a4703e201f","is_oa":false,"landing_page_url":"https://dare.uva.nl/personal/pure/en/publications/contemporary-challenges-for-dataintensive-scientific-workflow-management-systems(934e18c8-0b01-4bc3-bb3d-62a4703e201f).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of WORKS 2015: the 10th Workshop on Workflows in Support of Large-Scale Science : November 15, 2015","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"doi:10.1145/2822332.2822336","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2822332.2822336","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2822336&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th Workshop on Workflows in Support of Large-Scale Science","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2431052040","display_name":null,"funder_award_id":"643963 (SWITCH project)","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3903304623","display_name":null,"funder_award_id":"654182","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4956428346","display_name":null,"funder_award_id":"Horizon 2020 research and innovatio","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5036817778","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innov","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5859509782","display_name":null,"funder_award_id":"1129076","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6319335836","display_name":"A Europe-wide Interoperable Virtual Research Environment to Empower Multidisciplinary Research Communities and Accelerate Innovation and Collaboration","funder_award_id":"676247","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8490112181","display_name":null,"funder_award_id":"643963","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8633428685","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innovat","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332167","display_name":"Directorate for Biological Sciences","ror":"https://ror.org/001xhss06"},{"id":"https://openalex.org/F4320337386","display_name":"Division of Ocean Sciences","ror":"https://ror.org/05wqqhv83"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2249050950.pdf","grobid_xml":"https://content.openalex.org/works/W2249050950.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W126044612","https://openalex.org/W1589707918","https://openalex.org/W1594021387","https://openalex.org/W1621944069","https://openalex.org/W1780933788","https://openalex.org/W1872955376","https://openalex.org/W1974752004","https://openalex.org/W1975303279","https://openalex.org/W1975623012","https://openalex.org/W1980764417","https://openalex.org/W1992391733","https://openalex.org/W2001938458","https://openalex.org/W2010991736","https://openalex.org/W2013221213","https://openalex.org/W2013434113","https://openalex.org/W2023116290","https://openalex.org/W2025577327","https://openalex.org/W2044936152","https://openalex.org/W2048053208","https://openalex.org/W2052713534","https://openalex.org/W2064397275","https://openalex.org/W2066070009","https://openalex.org/W2071215178","https://openalex.org/W2072970694","https://openalex.org/W2075043513","https://openalex.org/W2083849614","https://openalex.org/W2084191969","https://openalex.org/W2085675864","https://openalex.org/W2091231570","https://openalex.org/W2095582338","https://openalex.org/W2097284091","https://openalex.org/W2099032912","https://openalex.org/W2123663722","https://openalex.org/W2124064920","https://openalex.org/W2124679016","https://openalex.org/W2125784987","https://openalex.org/W2131307433","https://openalex.org/W2134657806","https://openalex.org/W2136482257","https://openalex.org/W2148966035","https://openalex.org/W2150227892","https://openalex.org/W2151530263","https://openalex.org/W2170551349","https://openalex.org/W2173213060","https://openalex.org/W2259938310","https://openalex.org/W2519244818","https://openalex.org/W2621723542","https://openalex.org/W2954971236","https://openalex.org/W3103592475","https://openalex.org/W3103729542","https://openalex.org/W3125866593","https://openalex.org/W4321465597","https://openalex.org/W6738536523"],"related_works":["https://openalex.org/W2375304607","https://openalex.org/W2391168633","https://openalex.org/W2035995658","https://openalex.org/W2353477037","https://openalex.org/W1574425962","https://openalex.org/W2385499106","https://openalex.org/W4310820052","https://openalex.org/W2354357087","https://openalex.org/W2352774566","https://openalex.org/W2287633205"],"abstract_inverted_index":{"Data-intensive":[0],"sciences":[1],"now":[2,116],"represent":[3],"the":[4,24,38,92],"forefront":[5],"of":[6,41,87],"current":[7],"scientific":[8,30,42],"computing.":[9],"To":[10,74],"handle":[11],"this":[12],"'Big":[13],"Data'":[14],"focus,":[15],"scientists":[16,53,78],"demand":[17],"enabling":[18,124],"technologies":[19],"that":[20,118],"can":[21],"adapt":[22],"to":[23,70],"increasingly":[25],"distributed,":[26],"collaborative,":[27],"and":[28,98,127,133],"exploratory":[29],"milieu.":[31],"However,":[32],"how":[33,52,76],"these":[34],"challenges":[35],"have":[36],"changed":[37],"design":[39],"requirements":[40],"workflow":[43],"management":[44],"systems":[45],"(SWMSs)":[46],"has":[47],"not":[48],"been":[49],"assessed.":[50],"First,":[51],"currently":[54],"use":[55],"SWMSs":[56,114],"was":[57],"determined":[58],"through":[59],"a":[60,105],"comprehensive":[61],"usage":[62,86],"survey":[63],"examining":[64],"1455":[65],"research":[66,90],"publications":[67],"from":[68],"2013":[69],"July":[71],"31st,":[72],"2015.":[73],"understand":[75],"data-intensive":[77,112],"are":[79,115],"producing":[80],"impactful":[81],"research,":[82],"we":[83,103],"further":[84],"examined":[85],"two":[88],"major":[89],"clouds,":[91],"Open":[93],"Science":[94],"Data":[95],"Cloud":[96],"(OSDC)":[97],"Cornell's":[99],"Red":[100],"Cloud.":[101],"Here,":[102],"present":[104],"road":[106],"map":[107],"for":[108,111],"SWMS":[109],"development":[110],"sciences.":[113],"needed":[117],"interconnect":[119],"diverse":[120],"software":[121,132],"packages":[122],"while":[123],"data":[125],"exploration":[126],"multi-user":[128],"interaction":[129],"across":[130],"distributed":[131],"hardware":[134],"environments.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}