{"id":"https://openalex.org/W4402674052","doi":"https://doi.org/10.1109/e-science62913.2024.10678731","title":"Workflow Provenance in the Computing Continuum for Responsible, Trustworthy, and Energy-Efficient AI","display_name":"Workflow Provenance in the Computing Continuum for Responsible, Trustworthy, and Energy-Efficient AI","publication_year":2024,"publication_date":"2024-09-16","ids":{"openalex":"https://openalex.org/W4402674052","doi":"https://doi.org/10.1109/e-science62913.2024.10678731"},"language":"en","primary_location":{"id":"doi:10.1109/e-science62913.2024.10678731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/e-science62913.2024.10678731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on e-Science (e-Science)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04902079/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042209170","display_name":"Renan P. Souza","orcid":"https://orcid.org/0000-0002-9479-4432"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Renan Souza","raw_affiliation_strings":["Oak Ridge National Laboratory,TN,USA","ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052995286","display_name":"Silvina Ca\u00edno\u2010Lores","orcid":"https://orcid.org/0000-0002-6922-0138"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Silvina Caino-Lores","raw_affiliation_strings":["University of Rennes, Inria, CNRS, IRISA,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rennes, Inria, CNRS, IRISA,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802519937","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068431797","display_name":"Mark Coletti","orcid":"https://orcid.org/0000-0003-1020-531X"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Coletti","raw_affiliation_strings":["Oak Ridge National Laboratory,TN,USA","ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079278437","display_name":"Tyler J. Skluzacek","orcid":"https://orcid.org/0000-0003-2242-4931"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tyler J. Skluzacek","raw_affiliation_strings":["Oak Ridge National Laboratory,TN,USA","ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086689035","display_name":"Alexandru Costan","orcid":"https://orcid.org/0000-0003-3111-6308"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandru Costan","raw_affiliation_strings":["University of Rennes, Inria, CNRS, IRISA,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rennes, Inria, CNRS, IRISA,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2802519937","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087786962","display_name":"Fr\u00e9d\u00e9ric Suter","orcid":"https://orcid.org/0000-0003-1902-1955"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Suter","raw_affiliation_strings":["Oak Ridge National Laboratory,TN,USA","ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039896734","display_name":"Marta Mattoso","orcid":"https://orcid.org/0000-0002-0870-3371"},"institutions":[{"id":"https://openalex.org/I122140584","display_name":"Universidade Federal do Rio de Janeiro","ror":"https://ror.org/03490as77","country_code":"BR","type":"education","lineage":["https://openalex.org/I122140584"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marta Mattoso","raw_affiliation_strings":["COPPE/Federal University of Rio De Janeiro,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COPPE/Federal University of Rio De Janeiro,Brazil","institution_ids":["https://openalex.org/I122140584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072339196","display_name":"Rafael Ferreira da Silva","orcid":"https://orcid.org/0000-0002-1720-0928"},"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"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rafael Ferreira Da Silva","raw_affiliation_strings":["Oak Ridge National Laboratory,TN,USA","ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory,TN,USA","institution_ids":["https://openalex.org/I1289243028"]},{"raw_affiliation_string":"ORNL - Oak Ridge National Laboratory [Oak Ridge] (1 Bethel Valley Road - \r\nOak Ridge, TN 37830 - United States)","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9988999962806702,"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":0.9988999962806702,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9448000192642212,"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/trustworthiness","display_name":"Trustworthiness","score":0.8022754192352295},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.774087131023407},{"id":"https://openalex.org/keywords/provenance","display_name":"Provenance","score":0.6648553013801575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6461923122406006},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3694981336593628},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21669483184814453},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1371203362941742},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06948351860046387}],"concepts":[{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.8022754192352295},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.774087131023407},{"id":"https://openalex.org/C2780049196","wikidata":"https://www.wikidata.org/wiki/Q23582628","display_name":"Provenance","level":2,"score":0.6648553013801575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6461923122406006},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3694981336593628},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21669483184814453},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1371203362941742},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06948351860046387},{"id":"https://openalex.org/C5900021","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Petrology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/e-science62913.2024.10678731","is_oa":false,"landing_page_url":"https://doi.org/10.1109/e-science62913.2024.10678731","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on e-Science (e-Science)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04902079v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04902079","pdf_url":"https://hal.science/hal-04902079/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"e-Science 2024 - 20th IEEE International Conference on e-Science, Sep 2024, Osaka, Japan. pp.1-7, ⟨10.1109/e-Science62913.2024.10678731⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04902079v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04902079","pdf_url":"https://hal.science/hal-04902079/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"e-Science 2024 - 20th IEEE International Conference on e-Science, Sep 2024, Osaka, Japan. pp.1-7, ⟨10.1109/e-Science62913.2024.10678731⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8299999833106995}],"awards":[{"id":"https://openalex.org/G8845844555","display_name":"Stockage et Traitement Efficace et sEcuris\u00e9 des donn\u00e9es sur des infrastructures \u00e0 base de cLoud","funder_award_id":"ANR-23-PECL-0007","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402674052.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W2050127041","https://openalex.org/W2266789289","https://openalex.org/W2616121800","https://openalex.org/W2782762108","https://openalex.org/W2787225861","https://openalex.org/W2788403449","https://openalex.org/W2788572835","https://openalex.org/W2946003964","https://openalex.org/W3008630821","https://openalex.org/W3011096584","https://openalex.org/W3049594021","https://openalex.org/W3088331312","https://openalex.org/W3090519803","https://openalex.org/W3102074445","https://openalex.org/W3107339103","https://openalex.org/W3111450607","https://openalex.org/W3135539146","https://openalex.org/W3155390850","https://openalex.org/W3184756548","https://openalex.org/W3193404501","https://openalex.org/W3197940319","https://openalex.org/W3214897310","https://openalex.org/W3216775434","https://openalex.org/W4200630031","https://openalex.org/W4212838933","https://openalex.org/W4221090794","https://openalex.org/W4229632424","https://openalex.org/W4247723584","https://openalex.org/W4281782848","https://openalex.org/W4294559022","https://openalex.org/W4319299406","https://openalex.org/W4366547579","https://openalex.org/W4376852166","https://openalex.org/W4379256061","https://openalex.org/W4385485401","https://openalex.org/W4387007461","https://openalex.org/W4388855598","https://openalex.org/W4392621839","https://openalex.org/W4392825400","https://openalex.org/W4392873994","https://openalex.org/W4399149917","https://openalex.org/W6803154024"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2354627941","https://openalex.org/W2347483153","https://openalex.org/W2353379336","https://openalex.org/W2379683085","https://openalex.org/W2363868702","https://openalex.org/W2374448931","https://openalex.org/W2376723740"],"abstract_inverted_index":{"As":[0,107],"Artificial":[1],"Intelligence":[2],"(AI)":[3],"becomes":[4],"more":[5],"pervasive":[6],"in":[7,62,96,138],"our":[8],"society,":[9],"it":[10],"is":[11],"crucial":[12],"to":[13,57,85,102],"develop,":[14],"deploy,":[15],"and":[16,19,39,65,78,104,113,122,141,152,154],"assess":[17],"Responsible":[18],"Trustworthy":[20],"AI":[21],"(RTAI)":[22],"models,":[23],"i.e.,":[24],"those":[25],"that":[26],"consider":[27],"not":[28],"only":[29],"accuracy":[30],"but":[31],"also":[32],"other":[33],"aspects,":[34],"such":[35],"as":[36],"explainability,":[37,76],"fairness,":[38],"energy":[40],"efficiency.":[41],"Workflow":[42],"provenance":[43,119,137],"data":[44,53,69,120],"have":[45],"historically":[46],"enabled":[47],"critical":[48],"capabilities":[49],"towards":[50],"RTAI.":[51,123],"Provenance":[52,68],"derivation":[54],"paths":[55],"contribute":[56],"responsible":[58],"workflows":[59],"through":[60],"transparency":[61],"tracking":[63],"artifacts":[64],"resource":[66],"consumption.":[67],"are":[70,82,89],"well-known":[71],"for":[72],"their":[73],"trustworthiness":[74],"helping":[75],"reproducibility,":[77],"accountability.":[79],"However,":[80],"there":[81],"complex":[83],"challenges":[84],"achieve":[86],"RTAI,":[87],"which":[88],"further":[90],"complicated":[91],"by":[92],"the":[93,97,132],"heterogeneous":[94],"infrastructure":[95],"computing":[98],"continuum":[99],"(Edge-Cloud-HPC)":[100],"used":[101],"develop":[103],"deploy":[105],"models.":[106],"a":[108,110,129,147],"result,":[109],"significant":[111],"research":[112,157],"development":[114],"gap":[115],"remains":[116],"between":[117,150],"workflow":[118,136],"management":[121],"In":[124],"this":[125],"paper,":[126],"we":[127],"present":[128,146],"vision":[130],"of":[131,135],"pivotal":[133],"role":[134],"supporting":[139],"RTAI":[140,151],"discuss":[142],"related":[143],"challenges.":[144],"We":[145],"schematic":[148],"view":[149],"provenance,":[153],"highlight":[155],"open":[156],"directions.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}