{"id":"https://openalex.org/W4411535226","doi":"https://doi.org/10.1007/s10270-025-01294-1","title":"A knowledge-based approach for guided development of Infrastructure as Code","display_name":"A knowledge-based approach for guided development of Infrastructure as Code","publication_year":2025,"publication_date":"2025-06-23","ids":{"openalex":"https://openalex.org/W4411535226","doi":"https://doi.org/10.1007/s10270-025-01294-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10270-025-01294-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10270-025-01294-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10270-025-01294-1.pdf","source":{"id":"https://openalex.org/S64245694","display_name":"Software & Systems Modeling","issn_l":"1619-1366","issn":["1619-1366","1619-1374"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software and Systems Modeling","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10270-025-01294-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010806804","display_name":"Zoe Vasileiou","orcid":null},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]},{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Zoe Vasileiou","raw_affiliation_strings":["Information Technologies Institute, Centre for Research and Technology (CERTH) and School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technologies Institute, Centre for Research and Technology (CERTH) and School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I21370196"]}]},{"author_position":"middle","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 (JADS) and Tilburg University, Tilburg, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jheronimus Academy of Data Science (JADS) and Tilburg University, Tilburg, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056287241","display_name":"\u0393\u03b5\u03ce\u03c1\u03b3\u03b9\u03bf\u03c2 \u039c\u03b5\u03b4\u03af\u03c4\u03c3\u03ba\u03bf\u03c2","orcid":"https://orcid.org/0000-0003-4242-5245"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]},{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Meditskos","raw_affiliation_strings":["Information Technologies Institute, Centre for Research and Technology (CERTH) and School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technologies Institute, Centre for Research and Technology (CERTH) and School of Informatics, Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649","https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069348871","display_name":"Kamil Tokmakov","orcid":null},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kamil Tokmakov","raw_affiliation_strings":["High Performance Computing Center (HLRS), University of Stuttgart, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"High Performance Computing Center (HLRS), University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052575844","display_name":"Dragan Radolovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I1338034494","display_name":"XLAB (Slovenia)","ror":"https://ror.org/04xa5qt51","country_code":"SI","type":"company","lineage":["https://openalex.org/I1338034494"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Dragan Radolovi\u0107","raw_affiliation_strings":["XLAB Research, Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"XLAB Research, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I1338034494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085084477","display_name":"Jes\u00fas Gorro\u00f1ogoitia Cruz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109699","display_name":"Atos (Spain)","ror":"https://ror.org/01kxqsy59","country_code":"ES","type":"company","lineage":["https://openalex.org/I170138621","https://openalex.org/I4210109699"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jes\u00fas Gorro\u00f1ogoitia Cruz","raw_affiliation_strings":["ATOS, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ATOS, Madrid, Spain","institution_ids":["https://openalex.org/I4210109699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060968298","display_name":"Elisabetta Di Nitto","orcid":"https://orcid.org/0000-0003-3422-5171"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisabetta Di Nitto","raw_affiliation_strings":["Politecnico di Milano, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"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":["JADS and Eindhoven University of Technology, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JADS and Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049150712","display_name":"Willem\u2010Jan van den Heuvel","orcid":"https://orcid.org/0000-0003-2929-413X"},"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 (JADS) and Tilburg University, Tilburg, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jheronimus Academy of Data Science (JADS) and Tilburg University, Tilburg, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065313479","display_name":"Stefanos Vrochidis","orcid":"https://orcid.org/0000-0002-2505-9178"},"institutions":[{"id":"https://openalex.org/I254421610","display_name":"School of Pedagogical and Technological Education","ror":"https://ror.org/04v3r9z94","country_code":"GR","type":"education","lineage":["https://openalex.org/I254421610"]},{"id":"https://openalex.org/I2801715042","display_name":"Consolidated Contractors Company (Greece)","ror":"https://ror.org/05rcqjk71","country_code":"GR","type":"company","lineage":["https://openalex.org/I2801715042"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stefanos Vrochidis","raw_affiliation_strings":["CERTH, Marousi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CERTH, Marousi, Greece","institution_ids":["https://openalex.org/I254421610","https://openalex.org/I2801715042"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5010806804","https://openalex.org/A5061039582"],"corresponding_institution_ids":["https://openalex.org/I193700539","https://openalex.org/I21370196","https://openalex.org/I4210093649"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":13.8164,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.98547069,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"25","issue":"2","first_page":"515","last_page":"548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9977999925613403,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9973999857902527,"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/T10260","display_name":"Software Engineering Research","score":0.9972000122070312,"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/computer-science","display_name":"Computer science","score":0.8302319049835205},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.6974519491195679},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.6618787050247192},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.6386755108833313},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6328549385070801},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5722006559371948},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.509619951248169},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.48559898138046265},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4735799729824066},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.4562493562698364},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4238865077495575},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.42231059074401855},{"id":"https://openalex.org/keywords/modeling-language","display_name":"Modeling language","score":0.411205530166626},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.26336899399757385},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.21565544605255127},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19007983803749084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8302319049835205},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.6974519491195679},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.6618787050247192},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.6386755108833313},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6328549385070801},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5722006559371948},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.509619951248169},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.48559898138046265},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4735799729824066},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.4562493562698364},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4238865077495575},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.42231059074401855},{"id":"https://openalex.org/C179603123","wikidata":"https://www.wikidata.org/wiki/Q1941921","display_name":"Modeling language","level":3,"score":0.411205530166626},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26336899399757385},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.21565544605255127},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19007983803749084},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":4,"locations":[{"id":"doi:10.1007/s10270-025-01294-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10270-025-01294-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10270-025-01294-1.pdf","source":{"id":"https://openalex.org/S64245694","display_name":"Software & Systems Modeling","issn_l":"1619-1366","issn":["1619-1366","1619-1374"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software and Systems Modeling","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire/33dbc739-aaa5-4cc2-ac59-d28aab2247dc","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/33dbc739-aaa5-4cc2-ac59-d28aab2247dc","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vasileiou, Z, Kumara, I, Meditskos, G, Tokmakov, K, Radolovi\u0107, D, Cruz, J G, Di Nitto, E, Tamburri, D A, Van Den Heuvel, W J & Vrochidis, S 2026, 'A knowledge-based approach for guided development of Infrastructure as Code', Software and Systems Modeling, vol. 25, no. 2, pp. 515-548. https://doi.org/10.1007/s10270-025-01294-1","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:doi:10.18419/opus-18160","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:93-opus-ds-181790","pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"article"},{"id":"pmh:oai:re.public.polimi.it:11311/1312265","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1312265","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10270-025-01294-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10270-025-01294-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10270-025-01294-1.pdf","source":{"id":"https://openalex.org/S64245694","display_name":"Software & Systems Modeling","issn_l":"1619-1366","issn":["1619-1366","1619-1374"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Software and Systems Modeling","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2141050649","display_name":null,"funder_award_id":"825480","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5290433630","display_name":null,"funder_award_id":"825480 (H2020)","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"},{"id":"https://openalex.org/G5633777262","display_name":null,"funder_award_id":"825480","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320318628","display_name":"Hellenic Academic Libraries Link","ror":null},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411535226.pdf","grobid_xml":"https://content.openalex.org/works/W4411535226.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W1138537678","https://openalex.org/W1791587663","https://openalex.org/W1940888119","https://openalex.org/W2059706322","https://openalex.org/W2084429940","https://openalex.org/W2100341807","https://openalex.org/W2103174261","https://openalex.org/W2226667587","https://openalex.org/W2294292686","https://openalex.org/W2295373235","https://openalex.org/W2524773427","https://openalex.org/W2544157910","https://openalex.org/W2560855557","https://openalex.org/W2618919310","https://openalex.org/W2755391279","https://openalex.org/W2780783514","https://openalex.org/W2785146489","https://openalex.org/W2793826868","https://openalex.org/W2880090968","https://openalex.org/W2883411629","https://openalex.org/W2890612181","https://openalex.org/W2908008963","https://openalex.org/W2911130966","https://openalex.org/W2942356169","https://openalex.org/W2944579460","https://openalex.org/W2955656327","https://openalex.org/W2964097228","https://openalex.org/W2991111120","https://openalex.org/W2993710525","https://openalex.org/W3000256088","https://openalex.org/W3006568433","https://openalex.org/W3014663546","https://openalex.org/W3019231080","https://openalex.org/W3026271075","https://openalex.org/W3027718630","https://openalex.org/W3040521121","https://openalex.org/W3082104242","https://openalex.org/W3102233117","https://openalex.org/W3127357549","https://openalex.org/W3157440142","https://openalex.org/W3161222848","https://openalex.org/W3178534950","https://openalex.org/W3179156562","https://openalex.org/W3186127805","https://openalex.org/W3193569759","https://openalex.org/W4205489480","https://openalex.org/W4206030968","https://openalex.org/W4224902928","https://openalex.org/W4225400060","https://openalex.org/W4235954552","https://openalex.org/W4281567362","https://openalex.org/W4285410788","https://openalex.org/W4286308228","https://openalex.org/W4291213652","https://openalex.org/W4295927104","https://openalex.org/W4297254899","https://openalex.org/W4300583096","https://openalex.org/W4366091602","https://openalex.org/W4367680736","https://openalex.org/W4379799209","https://openalex.org/W4390692489","https://openalex.org/W4391832707","https://openalex.org/W4403519949","https://openalex.org/W4403919717","https://openalex.org/W4406283839"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W560952460","https://openalex.org/W2290927522","https://openalex.org/W4283579741","https://openalex.org/W1994346114","https://openalex.org/W2121003636","https://openalex.org/W3034269975","https://openalex.org/W4230267915"],"abstract_inverted_index":{"Abstract":[0],"Infrastructure":[1],"as":[2,45,151,156,207],"Code":[3],"(IaC)":[4],"uses":[5],"versionable":[6],"software":[7,17],"code":[8,211],"to":[9,73,112,123,168,179,192,201,230],"define,":[10],"deploy,":[11],"and":[12,20,55,80,85,100,119,128,165,172,198,213,216,237,252,260],"configure":[13],"physical":[14],"computational":[15],"resources,":[16,92],"execution":[18],"platforms,":[19],"applications.":[21],"As":[22],"a":[23,138],"result,":[24],"IaC":[25,38,77,89,98,114,154,164,171,262,272],"enables":[26],"the":[27,46,64,143,152,182,194,222,246],"scalable":[28],"management":[29],"of":[30,66,146,184,224,249],"complex":[31],"computing":[32],"environments":[33],"while":[34],"preventing":[35],"environment":[36],"drift.":[37],"frameworks":[39],"typically":[40],"offer":[41],"specific":[42,88],"languages":[43],"such":[44,206],"industrial":[47,232],"Terraform,":[48],"Ansible,":[49],"Chef,":[50],"or":[51],"TOSCA\u2014standing":[52],"for":[53,58,63,78,141],"Topology":[54],"Orchestration":[56],"Specification":[57],"Cloud":[59],"Applications\u2014the":[60],"OASIS":[61],"(Organization":[62],"Advancement":[65],"Structured":[67],"Information":[68],"Standards)":[69],"open":[70,160],"standard":[71],"approach":[72,251],"IaC.":[74,147],"Developing":[75],"high-quality":[76],"deploying":[79],"managing":[81],"applications":[82],"demands":[83],"expertise":[84],"knowledge":[86,122,174,197],"in":[87,97],"languages,":[90],"infrastructure":[91],"resource":[93,166],"providers,":[94],"quality":[95],"issues":[96],"scripts,":[99],"so":[101],"on.":[102],"While":[103],"several":[104],"model-driven":[105,144],"engineering":[106],"(MDE)":[107],"approaches":[108],"have":[109],"been":[110],"proposed":[111],"simplify":[113,181,271],"development,":[115],"they":[116],"cannot":[117],"capture":[118],"use":[120,149,189,247],"expert":[121,259],"assist":[124],"with":[125,175,258],"modeling":[126,203],"tasks":[127],"MDE":[129],"processes":[130],"by":[131,227,254,274],"providing":[132,275],"interactive":[133],"recommendations.":[134,277],"This":[135],"paper":[136],"presents":[137],"knowledge-based":[139],"framework":[140,253],"guiding":[142],"development":[145,183,273],"We":[148,162,188,220],"TOSCA":[150,208],"target":[153],"language":[155],"it":[157,229],"is":[158],"an":[159,190],"standard.":[161],"enable":[163],"experts":[167,178],"share":[169],"their":[170],"resource-related":[173],"application":[176,185],"operational":[177],"help":[180],"deployment":[186,196],"models.":[187],"ontology":[191,199],"record":[193],"relevant":[195],"reasoning":[200],"implement":[202],"guidance":[204],"capabilities":[205],"model":[209,217],"auto-completion,":[210],"smell":[212],"error":[214],"detection,":[215],"element":[218],"matchmaking.":[219],"show":[221],"flexibility":[223],"our":[225,250,268],"methodology":[226],"applying":[228],"three":[231],"applications,":[233],"covering":[234],"cloud,":[235],"edge,":[236],"HPC":[238],"(High-Performance":[239],"Computing)":[240],"domains.":[241],"Moreover,":[242],"we":[243],"also":[244],"assess":[245],"acceptance":[248],"conducting":[255],"controlled":[256],"experiments":[257],"non-expert":[261],"users.":[263],"The":[264],"results":[265],"indicate":[266],"that":[267],"method":[269],"can":[270],"appropriate":[276]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}
