{"id":"https://openalex.org/W4405828729","doi":"https://doi.org/10.1145/3704440.3704778","title":"An LLM-driven Framework for Dynamic Infrastructure as Code Generation","display_name":"An LLM-driven Framework for Dynamic Infrastructure as Code Generation","publication_year":2024,"publication_date":"2024-12-02","ids":{"openalex":"https://openalex.org/W4405828729","doi":"https://doi.org/10.1145/3704440.3704778"},"language":"en","primary_location":{"id":"doi:10.1145/3704440.3704778","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3704440.3704778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Middleware Conference: Demos, Posters and Doctoral Symposium","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/A5100748041","display_name":"Junhee Lee","orcid":"https://orcid.org/0000-0002-9726-4234"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junhee Lee","raw_affiliation_strings":["ETRI, Daejeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-9726-4234","affiliations":[{"raw_affiliation_string":"ETRI, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013502438","display_name":"Sungjoo Kang","orcid":"https://orcid.org/0000-0002-7420-7632"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"SungJoo Kang","raw_affiliation_strings":["ETRI, Daejeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-7420-7632","affiliations":[{"raw_affiliation_string":"ETRI, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079055843","display_name":"In\u2010Young Ko","orcid":"https://orcid.org/0000-0002-3843-263X"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"In-Young Ko","raw_affiliation_strings":["KAIST, Daejeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-3843-263X","affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.8682,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89208458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9976999759674072,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9950000047683716,"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.7359920144081116},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.5836880207061768},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5611386895179749},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3645482063293457},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.36154282093048096},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35679152607917786},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1836559772491455}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7359920144081116},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.5836880207061768},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5611386895179749},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3645482063293457},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.36154282093048096},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35679152607917786},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1836559772491455},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3704440.3704778","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3704440.3704778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th International Middleware Conference: Demos, Posters and Doctoral Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1984754171","https://openalex.org/W4308641634","https://openalex.org/W4404781993"],"related_works":["https://openalex.org/W4231937131","https://openalex.org/W323219885","https://openalex.org/W2063928587","https://openalex.org/W1487966966","https://openalex.org/W1589342014","https://openalex.org/W1480341462","https://openalex.org/W2163672025","https://openalex.org/W2048831961","https://openalex.org/W1606349578","https://openalex.org/W4399567378"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3],"Large":[4],"Language":[5],"Model":[6],"(LLM)-driven":[7],"framework":[8],"for":[9,67],"generation":[10,40],"of":[11],"Infrastructure":[12],"as":[13],"Code":[14],"(IaC)":[15],"in":[16],"dynamic":[17,68],"environments.":[18],"While":[19],"IaC":[20,48],"simplifies":[21],"infrastructure":[22],"management,":[23],"static":[24],"templates":[25],"are":[26],"often":[27],"inadequate.":[28],"Leveraging":[29],"recent":[30],"LLM":[31],"advancements,":[32],"we":[33],"design":[34],"and":[35,42,58],"integrate":[36],"requirements":[37],"refinement,":[38],"retrieval-augmented":[39],"(RAG),":[41],"code":[43,49],"ensemble":[44],"methods":[45],"to":[46],"improve":[47],"accuracy.":[50],"Preliminary":[51],"results":[52],"show":[53],"that,":[54],"despite":[55],"challenges(syntax":[56],"errors":[57],"hallucinations),":[59],"manual":[60],"adjustments":[61],"enable":[62],"executable":[63],"code,":[64],"suggesting":[65],"potential":[66],"generation.":[69]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
