{"id":"https://openalex.org/W4402087912","doi":"https://doi.org/10.1007/978-3-031-71246-3_6","title":"Reference Architecture of\u00a0MLOps Workflows","display_name":"Reference Architecture of\u00a0MLOps Workflows","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402087912","doi":"https://doi.org/10.1007/978-3-031-71246-3_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-71246-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-71246-3_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/1871.1/88805560-6578-4412-a4d3-31a91127a464","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099801952","display_name":"Faezeh Amou Najafabadi","orcid":"https://orcid.org/0009-0006-6413-9118"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Faezeh Amou Najafabadi","raw_affiliation_strings":["Vrije Universiteit Amsterdam, Amsterdam, The Netherlands"],"raw_orcid":"https://orcid.org/0009-0006-6413-9118","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I865915315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5099801952"],"corresponding_institution_ids":["https://openalex.org/I865915315"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9983999729156494,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9922000169754028,"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":0.9843999743461609,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8790918588638306},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6021668910980225},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.594770073890686},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.41086822748184204},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3237708806991577},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2538577914237976}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8790918588638306},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6021668910980225},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.594770073890686},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.41086822748184204},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3237708806991577},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2538577914237976},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-031-71246-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-71246-3_6","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:research.vu.nl:openaire/88805560-6578-4412-a4d3-31a91127a464","is_oa":true,"landing_page_url":"https://hdl.handle.net/1871.1/88805560-6578-4412-a4d3-31a91127a464","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Najafabadi, F A 2024, Reference Architecture of\u00a0MLOps Workflows. in A Ampatzoglou, J P\u00e9rez, B Buhnova, V Lenarduzzi, C C Venters, U Zdun, K Drira, L Rebelo, D Di Pompeo, M Tucci, E Y Nakagawa & E Navarro (eds), Software Architecture. ECSA 2024 Tracks and Workshops : Luxembourg City, Luxembourg, September 3\u20136, 2024, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14937 LNCS, ECSA: European Conference on Software Architecture , vol. 2024, Springer Science and Business Media Deutschland GmbH, pp. 49-57, 18th European Conference on Software Architecture, ECSA 2024, Luxembourg City, Luxembourg, 3/09/24. https://doi.org/10.1007/978-3-031-71246-3_6","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/88805560-6578-4412-a4d3-31a91127a464","is_oa":true,"landing_page_url":"https://research.vu.nl/files/350195884/ReferenceArchitectureOfMLOpsWorkFlows-FaezehAmouNajafabadi-ECSA2024.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Najafabadi, F A 2024, Reference Architecture of\u00a0MLOps Workflows. in A Ampatzoglou, J P\u00e9rez, B Buhnova, V Lenarduzzi, C C Venters, U Zdun, K Drira, L Rebelo, D Di Pompeo, M Tucci, E Y Nakagawa & E Navarro (eds), Software Architecture. ECSA 2024 Tracks and Workshops : Luxembourg City, Luxembourg, September 3\u20136, 2024, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14937 LNCS, ECSA: European Conference on Software Architecture , vol. 2024, Springer Science and Business Media Deutschland GmbH, pp. 49-57, 18th European Conference on Software Architecture, ECSA 2024, Luxembourg City, Luxembourg, 3/09/24. https://doi.org/10.1007/978-3-031-71246-3_6","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:research.vu.nl:publications/88805560-6578-4412-a4d3-31a91127a464","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/88805560-6578-4412-a4d3-31a91127a464","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Najafabadi, F A 2024, Reference Architecture of\u00a0MLOps Workflows. in A Ampatzoglou, J P\u00e9rez, B Buhnova, V Lenarduzzi, C C Venters, U Zdun, K Drira, L Rebelo, D Di Pompeo, M Tucci, E Y Nakagawa & E Navarro (eds), Software Architecture. ECSA 2024 Tracks and Workshops : Luxembourg City, Luxembourg, September 3\u20136, 2024, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14937 LNCS, ECSA: European Conference on Software Architecture , vol. 2024, Springer Science and Business Media Deutschland GmbH, pp. 49-57, 18th European Conference on Software Architecture, ECSA 2024, Luxembourg City, Luxembourg, 3/09/24. https://doi.org/10.1007/978-3-031-71246-3_6","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:research.vu.nl:openaire/88805560-6578-4412-a4d3-31a91127a464","is_oa":true,"landing_page_url":"https://hdl.handle.net/1871.1/88805560-6578-4412-a4d3-31a91127a464","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Najafabadi, F A 2024, Reference Architecture of\u00a0MLOps Workflows. in A Ampatzoglou, J P\u00e9rez, B Buhnova, V Lenarduzzi, C C Venters, U Zdun, K Drira, L Rebelo, D Di Pompeo, M Tucci, E Y Nakagawa & E Navarro (eds), Software Architecture. ECSA 2024 Tracks and Workshops : Luxembourg City, Luxembourg, September 3\u20136, 2024, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 14937 LNCS, ECSA: European Conference on Software Architecture , vol. 2024, Springer Science and Business Media Deutschland GmbH, pp. 49-57, 18th European Conference on Software Architecture, ECSA 2024, Luxembourg City, Luxembourg, 3/09/24. https://doi.org/10.1007/978-3-031-71246-3_6","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1999798506","https://openalex.org/W2527104146","https://openalex.org/W3004142319","https://openalex.org/W3160326234","https://openalex.org/W3182416595","https://openalex.org/W3192495122","https://openalex.org/W3210418146","https://openalex.org/W4214942037","https://openalex.org/W4221151033","https://openalex.org/W4285262934","https://openalex.org/W4292289324","https://openalex.org/W4297786875","https://openalex.org/W4308001700","https://openalex.org/W4312416873","https://openalex.org/W4319150613","https://openalex.org/W4320068739","https://openalex.org/W4324282507","https://openalex.org/W4360995249","https://openalex.org/W4362707054","https://openalex.org/W4385412479"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W4255934811","https://openalex.org/W2038503502"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
