{"id":"https://openalex.org/W4413836805","doi":"https://doi.org/10.1007/978-3-032-02138-0_2","title":"MLOps in\u00a0Practice: Requirements and\u00a0a\u00a0Reference Architecture from\u00a0Industry","display_name":"MLOps in\u00a0Practice: Requirements and\u00a0a\u00a0Reference Architecture from\u00a0Industry","publication_year":2025,"publication_date":"2025-08-20","ids":{"openalex":"https://openalex.org/W4413836805","doi":"https://doi.org/10.1007/978-3-032-02138-0_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-02138-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-02138-0_2","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":"book-chapter","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/A5061039582","display_name":"Indika Kumara","orcid":"https://orcid.org/0000-0003-4355-0494"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Indika Kumara","raw_affiliation_strings":["Jheronimus Academy of Data Science, Tilburg University, \u2019s-Hertogenbosch, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Jheronimus Academy of Data Science, Tilburg University, \u2019s-Hertogenbosch, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031801794","display_name":"Rowan Arts","orcid":null},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rowan Arts","raw_affiliation_strings":["Jheronimus Academy of Data Science, Tilburg University, \u2019s-Hertogenbosch, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Jheronimus Academy of Data Science, Tilburg University, \u2019s-Hertogenbosch, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045023056","display_name":"Renato Cordeiro Ferreira","orcid":"https://orcid.org/0000-0001-7296-7091"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Renato Cordeiro Ferreira","raw_affiliation_strings":["Jheronimus Academy of Data Science, Tilburg University, \u2019s-Hertogenbosch, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Jheronimus Academy of Data Science, Tilburg University, \u2019s-Hertogenbosch, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072127726","display_name":"Dario Di Nucci","orcid":"https://orcid.org/0000-0002-3861-1902"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dario Di Nucci","raw_affiliation_strings":["University of Salerno, Salerno, Italy"],"affiliations":[{"raw_affiliation_string":"University of Salerno, Salerno, Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076545746","display_name":"Rick Kazman","orcid":"https://orcid.org/0000-0003-0392-2783"},"institutions":[{"id":"https://openalex.org/I4210090841","display_name":"Honolulu University","ror":"https://ror.org/00cdy6v14","country_code":"US","type":"education","lineage":["https://openalex.org/I4210090841"]},{"id":"https://openalex.org/I1331384533","display_name":"University of Hawaii System","ror":"https://ror.org/03tzaeb71","country_code":"US","type":"education","lineage":["https://openalex.org/I1331384533"]},{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rick Kazman","raw_affiliation_strings":["University of Hawaii, Honolulu, USA"],"affiliations":[{"raw_affiliation_string":"University of Hawaii, Honolulu, USA","institution_ids":["https://openalex.org/I4210090841","https://openalex.org/I117965899","https://openalex.org/I1331384533"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000349425","display_name":"Damian A. Tamburri","orcid":"https://orcid.org/0000-0003-1230-8961"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Damian Andrew Tamburri","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110747078","display_name":"Willem-Jan Van Den Heuvel","orcid":null},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Willem-Jan van den Heuvel","raw_affiliation_strings":["Jheronimus Academy of Data Science, Tilburg University, \u2019s-Hertogenbosch, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Jheronimus Academy of Data Science, Tilburg University, \u2019s-Hertogenbosch, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5061039582"],"corresponding_institution_ids":["https://openalex.org/I193700539"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38753157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"20","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9936000108718872,"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":0.9936000108718872,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9901000261306763,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.978600025177002,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7990741729736328},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6047908067703247},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5596712827682495},{"id":"https://openalex.org/keywords/reference-architecture","display_name":"Reference architecture","score":0.4466698467731476},{"id":"https://openalex.org/keywords/software-architecture","display_name":"Software architecture","score":0.3029256761074066},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23016270995140076},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.0984756350517273},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.0652533769607544},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.06148996949195862}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7990741729736328},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6047908067703247},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5596712827682495},{"id":"https://openalex.org/C55356503","wikidata":"https://www.wikidata.org/wiki/Q2136675","display_name":"Reference architecture","level":4,"score":0.4466698467731476},{"id":"https://openalex.org/C35869016","wikidata":"https://www.wikidata.org/wiki/Q846636","display_name":"Software architecture","level":3,"score":0.3029256761074066},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23016270995140076},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0984756350517273},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0652533769607544},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.06148996949195862}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-02138-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-02138-0_2","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1619579880","https://openalex.org/W2131915193","https://openalex.org/W2239306219","https://openalex.org/W2735864825","https://openalex.org/W3039476817","https://openalex.org/W3104128335","https://openalex.org/W3157440142","https://openalex.org/W3160326234","https://openalex.org/W3210418146","https://openalex.org/W4214942037","https://openalex.org/W4220851938","https://openalex.org/W4281382290","https://openalex.org/W4285158860","https://openalex.org/W4319150613","https://openalex.org/W4320068739","https://openalex.org/W4360995249","https://openalex.org/W4400947012","https://openalex.org/W4402078041","https://openalex.org/W4402193282","https://openalex.org/W4408536751"],"related_works":["https://openalex.org/W1583260306","https://openalex.org/W2053107757","https://openalex.org/W2017266164","https://openalex.org/W1152672851","https://openalex.org/W1552148294","https://openalex.org/W2354797847","https://openalex.org/W2056489237","https://openalex.org/W174255016","https://openalex.org/W2124684568","https://openalex.org/W1936095683"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}