{"id":"https://openalex.org/W2608436687","doi":"https://doi.org/10.1109/tpds.2017.2696942","title":"Scientific Workflow Mining in Clouds","display_name":"Scientific Workflow Mining in Clouds","publication_year":2017,"publication_date":"2017-04-24","ids":{"openalex":"https://openalex.org/W2608436687","doi":"https://doi.org/10.1109/tpds.2017.2696942","mag":"2608436687"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2017.2696942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2696942","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-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/A5071056788","display_name":"Wei Song","orcid":"https://orcid.org/0000-0002-4324-3382"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Song","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102262806","display_name":"Fangfei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangfei Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072791865","display_name":"Hans\u2010Arno Jacobsen","orcid":"https://orcid.org/0000-0003-0813-0101"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hans-Arno Jacobsen","raw_affiliation_strings":["Middleware Systems Research Group, University of Toronto, Toronto, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Middleware Systems Research Group, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021845806","display_name":"Xiaoxu Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxu Xia","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013723764","display_name":"Chunyang Ye","orcid":"https://orcid.org/0000-0002-2177-8255"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyang Ye","raw_affiliation_strings":["College of Information Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041674680","display_name":"Xiaoxing Ma","orcid":"https://orcid.org/0000-0001-7970-1384"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxing Ma","raw_affiliation_strings":["State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China","institution_ids":["https://openalex.org/I881766915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071056788"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":7.3875,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.96941518,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"28","issue":"10","first_page":"2979","last_page":"2992"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9952999949455261,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9919000267982483,"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":0.8978652954101562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8266440629959106},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7046366930007935},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5302146673202515},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.49843740463256836},{"id":"https://openalex.org/keywords/workflow-engine","display_name":"Workflow engine","score":0.497196227312088},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4927048981189728},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.47728458046913147},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.4394156336784363},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4242948293685913},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.4161873459815979},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36644890904426575},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3383544087409973},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.3042941987514496},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.26482564210891724},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.18341031670570374},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.15523797273635864}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8978652954101562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8266440629959106},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7046366930007935},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5302146673202515},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.49843740463256836},{"id":"https://openalex.org/C188220564","wikidata":"https://www.wikidata.org/wiki/Q3325097","display_name":"Workflow engine","level":3,"score":0.497196227312088},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4927048981189728},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.47728458046913147},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.4394156336784363},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4242948293685913},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.4161873459815979},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36644890904426575},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3383544087409973},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.3042941987514496},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.26482564210891724},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.18341031670570374},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.15523797273635864},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2017.2696942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2696942","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3442037871","display_name":null,"funder_award_id":"61690204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3511259837","display_name":null,"funder_award_id":"5090551","funder_id":"https://openalex.org/F4320308269","funder_display_name":"Alexander von Humboldt-Stiftung"},{"id":"https://openalex.org/G3955695154","display_name":null,"funder_award_id":"61379047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4881750690","display_name":null,"funder_award_id":"30917011322","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5176109824","display_name":null,"funder_award_id":"201606845006","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G671313761","display_name":null,"funder_award_id":"2015CB352202","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7102583906","display_name":null,"funder_award_id":"61202003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320308269","display_name":"Alexander von Humboldt-Stiftung","ror":"https://ror.org/012kf4317"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322015","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320323383","display_name":"Technische Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/02kkvpp62"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1479863711","https://openalex.org/W1490658580","https://openalex.org/W1497007062","https://openalex.org/W1529322076","https://openalex.org/W1565011018","https://openalex.org/W1575913973","https://openalex.org/W1988545508","https://openalex.org/W1990864191","https://openalex.org/W1999574034","https://openalex.org/W2001207032","https://openalex.org/W2020220603","https://openalex.org/W2033692636","https://openalex.org/W2042911059","https://openalex.org/W2057339615","https://openalex.org/W2060511478","https://openalex.org/W2063510879","https://openalex.org/W2067349567","https://openalex.org/W2084864929","https://openalex.org/W2086824798","https://openalex.org/W2087103691","https://openalex.org/W2088723799","https://openalex.org/W2098250644","https://openalex.org/W2098781560","https://openalex.org/W2102805256","https://openalex.org/W2102863299","https://openalex.org/W2105250349","https://openalex.org/W2106556581","https://openalex.org/W2107915643","https://openalex.org/W2110920860","https://openalex.org/W2111023927","https://openalex.org/W2111207692","https://openalex.org/W2113071192","https://openalex.org/W2129466958","https://openalex.org/W2134839139","https://openalex.org/W2135791720","https://openalex.org/W2139116371","https://openalex.org/W2143543488","https://openalex.org/W2153074919","https://openalex.org/W2157327038","https://openalex.org/W2293228135","https://openalex.org/W2327866891","https://openalex.org/W2329646465","https://openalex.org/W2330628472","https://openalex.org/W2417781097","https://openalex.org/W2515263588","https://openalex.org/W2523245681","https://openalex.org/W2550260459","https://openalex.org/W2911625174","https://openalex.org/W2990168612","https://openalex.org/W3137220996","https://openalex.org/W3141776272","https://openalex.org/W4230145224","https://openalex.org/W6629677911","https://openalex.org/W6697036986"],"related_works":["https://openalex.org/W2379425324","https://openalex.org/W2373541195","https://openalex.org/W2376410910","https://openalex.org/W2091596831","https://openalex.org/W2365658322","https://openalex.org/W2352344200","https://openalex.org/W329008868","https://openalex.org/W2367975678","https://openalex.org/W2906819665","https://openalex.org/W2375552622"],"abstract_inverted_index":{"Computing":[0],"clouds":[1],"have":[2],"become":[3],"the":[4,9,18,25,35,87,144],"platform":[5],"of":[6,13,22,40,89,148],"choice":[7],"for":[8,28],"deployment":[10],"and":[11,20,59,80,115,128,146],"execution":[12,26,51],"scientific":[14,23,30,93,117,137],"workflows.":[15,138],"Due":[16],"to":[17,43,46,55,60,86,111],"uncertainty":[19],"unpredictability":[21],"exploration,":[24],"plan":[27],"a":[29,77,108,125],"workflow":[31,118],"may":[32],"vary":[33],"from":[34,50,135],"definition.":[36],"It":[37],"is":[38,122,129],"therefore":[39],"great":[41],"significance":[42],"be":[44],"able":[45],"discover":[47],"actual":[48],"workflows":[49,94],"histories":[52],"(event":[53],"logs)":[54],"reproduce":[56],"experimental":[57,140],"results":[58],"establish":[61],"provenance.":[62],"However,":[63],"most":[64],"existing":[65],"process":[66],"mining":[67],"techniques":[68],"focus":[69],"on":[70,131],"discovering":[71],"control":[72],"flow-oriented":[73],"business":[74],"processes":[75],"in":[76,95],"centralized":[78],"environment,":[79],"thus,":[81],"they":[82],"are":[83],"mostly":[84],"inapplicable":[85],"discovery":[88],"data":[90],"flow-oriented,":[91],"unstructured":[92],"distributed":[96],"cloud":[97],"environments.":[98],"In":[99],"this":[100],"paper,":[101],"we":[102,142],"present":[103],"Scientific":[104],"Workflow":[105],"Mining":[106],"as":[107,124],"Service":[109],"(SWMaaS)":[110],"support":[112],"both":[113],"intra-cloud":[114],"inter-cloud":[116],"mining.":[119],"The":[120],"approach":[121],"implemented":[123],"ProM":[126],"plug-in":[127],"evaluated":[130],"event":[132],"logs":[133],"derived":[134],"real-world":[136],"Through":[139],"results,":[141],"demonstrate":[143],"effectiveness":[145],"efficiency":[147],"our":[149],"approach.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":5}],"updated_date":"2026-03-12T08:34:05.389933","created_date":"2025-10-10T00:00:00"}