{"id":"https://openalex.org/W3007234134","doi":"https://doi.org/10.1109/bigdata47090.2019.9006223","title":"Evaluating Scientific Workflow Engines for Data and Compute Intensive Discoveries","display_name":"Evaluating Scientific Workflow Engines for Data and Compute Intensive Discoveries","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007234134","doi":"https://doi.org/10.1109/bigdata47090.2019.9006223","mag":"3007234134"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9006223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","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/A5048500145","display_name":"Rina Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rina Singh","raw_affiliation_strings":["Oak Ridge National Laboratory, New York University"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, New York University","institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003618454","display_name":"Jeffrey A. Graves","orcid":null},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey A. Graves","raw_affiliation_strings":["Oak Ridge National Laboratory, New York University"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, New York University","institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026632303","display_name":"Valentine Anantharaj","orcid":"https://orcid.org/0000-0002-9356-1311"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valentine Anantharaj","raw_affiliation_strings":["Oak Ridge National Laboratory, New York University"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, New York University","institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079418386","display_name":"Sreenivas R. Sukumar","orcid":"https://orcid.org/0000-0003-4031-2888"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]},{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sreenivas R. Sukumar","raw_affiliation_strings":["Oak Ridge National Laboratory, New York University"],"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, New York University","institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5048500145"],"corresponding_institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.2804758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"4553","last_page":"4560"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9987000226974487,"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":0.9940999746322632,"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":0.8796466588973999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7503370046615601},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.7079963088035583},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.6303145289421082},{"id":"https://openalex.org/keywords/workflow-engine","display_name":"Workflow engine","score":0.554380476474762},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5361698865890503},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4956895112991333},{"id":"https://openalex.org/keywords/e-science","display_name":"e-Science","score":0.48610806465148926},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.48508062958717346},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.45051661133766174},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42796745896339417},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.4125874936580658},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38836655020713806},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.28258466720581055},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12432625889778137},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.095977783203125}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8796466588973999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7503370046615601},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7079963088035583},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6303145289421082},{"id":"https://openalex.org/C188220564","wikidata":"https://www.wikidata.org/wiki/Q3325097","display_name":"Workflow engine","level":3,"score":0.554380476474762},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5361698865890503},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4956895112991333},{"id":"https://openalex.org/C517757529","wikidata":"https://www.wikidata.org/wiki/Q1273268","display_name":"e-Science","level":3,"score":0.48610806465148926},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.48508062958717346},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.45051661133766174},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42796745896339417},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.4125874936580658},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38836655020713806},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.28258466720581055},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12432625889778137},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.095977783203125},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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":1,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9006223","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006223","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5199999809265137,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1480875294","https://openalex.org/W1488320164","https://openalex.org/W1492040731","https://openalex.org/W1798528872","https://openalex.org/W1809840623","https://openalex.org/W1974752004","https://openalex.org/W1975623012","https://openalex.org/W2003673478","https://openalex.org/W2025190248","https://openalex.org/W2066661589","https://openalex.org/W2075424233","https://openalex.org/W2077579791","https://openalex.org/W2078962046","https://openalex.org/W2089625768","https://openalex.org/W2123663722","https://openalex.org/W2148317584","https://openalex.org/W2154513453","https://openalex.org/W2162843572","https://openalex.org/W2921025948","https://openalex.org/W2949400012","https://openalex.org/W4253886888","https://openalex.org/W6678222360"],"related_works":["https://openalex.org/W2136255962","https://openalex.org/W2081035100","https://openalex.org/W2158008631","https://openalex.org/W2735074130","https://openalex.org/W184479012","https://openalex.org/W2142539731","https://openalex.org/W3021314456","https://openalex.org/W2028085523","https://openalex.org/W2949221896","https://openalex.org/W3007234134"],"abstract_inverted_index":{"Workflow":[0],"engines":[1,41,79],"used":[2,42],"to":[3,19,84,109,120],"script":[4],"scientific":[5,50,116],"experiments":[6],"involving":[7],"numerical":[8],"simulation,":[9],"data":[10,89],"analysis,":[11],"instruments,":[12],"edge":[13],"sensors,":[14],"and":[15,29,45,62,65,80,91,98,118],"artificial":[16],"intelligence":[17],"have":[18],"deal":[20],"with":[21],"the":[22,30,111],"complexities":[23],"of":[24,33,70],"hardware,":[25],"software,":[26],"resource":[27],"availability,":[28],"collaborative":[31],"nature":[32],"science.":[34],"In":[35],"this":[36,105],"paper,":[37],"we":[38],"survey":[39],"workflow":[40,78,96],"in":[43,104],"data-intensive":[44],"compute-intensive":[46],"discovery":[47],"pipelines":[48],"from":[49],"disciplines":[51],"such":[52],"as":[53],"astronomy,":[54],"high":[55],"energy":[56],"physics,":[57],"earth":[58],"system":[59],"science,":[60],"bio-medicine,":[61],"material":[63],"science":[64],"present":[66],"a":[67],"qualitative":[68],"analysis":[69],"their":[71,81,115],"respective":[72],"capabilities.":[73],"We":[74],"compare":[75],"5":[76],"popular":[77],"differentiated":[82],"approach":[83],"job":[85,87],"orchestration,":[86],"launching,":[88],"management":[90],"provenance,":[92],"security":[93],"authentication,":[94],"ease-of-use,":[95],"description,":[97],"scripting":[99],"semantics.":[100],"The":[101],"comparisons":[102],"presented":[103],"paper":[106],"allow":[107],"practitioners":[108],"choose":[110],"appropriate":[112],"engine":[113],"for":[114,122],"experiment":[117],"lead":[119],"recommendations":[121],"future":[123],"work.":[124]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}