{"id":"https://openalex.org/W7160431318","doi":"https://doi.org/10.1109/saner-c67878.2026.00029","title":"Orchestrating AI-Driven Code Refactoring Based on Energy Measurements in CI Pipelines","display_name":"Orchestrating AI-Driven Code Refactoring Based on Energy Measurements in CI Pipelines","publication_year":2026,"publication_date":"2026-03-17","ids":{"openalex":"https://openalex.org/W7160431318","doi":"https://doi.org/10.1109/saner-c67878.2026.00029"},"language":null,"primary_location":{"id":"doi:10.1109/saner-c67878.2026.00029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saner-c67878.2026.00029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Software Analysis, Evolution and Reengineering - Companion (SANER-C)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5135462301","display_name":"Carlos Pulido","orcid":null},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos Pulido","raw_affiliation_strings":["Institute of Technologies and Information Systems (ITSI), University of Castilla-La Mancha,Ciudad Real,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technologies and Information Systems (ITSI), University of Castilla-La Mancha,Ciudad Real,Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061187599","display_name":"Ma \u00c1ngeles Moraga","orcid":"https://orcid.org/0000-0001-9165-7144"},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ma \u00c1ngeles Moraga","raw_affiliation_strings":["Institute of Technologies and Information Systems (ITSI), University of Castilla-La Mancha,Ciudad Real,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technologies and Information Systems (ITSI), University of Castilla-La Mancha,Ciudad Real,Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135495732","display_name":"F\u00e9lix Garc\u00eda","orcid":null},"institutions":[{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F\u00e9lix Garc\u00eda","raw_affiliation_strings":["Institute of Technologies and Information Systems (ITSI), University of Castilla-La Mancha,Ciudad Real,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technologies and Information Systems (ITSI), University of Castilla-La Mancha,Ciudad Real,Spain","institution_ids":["https://openalex.org/I79189158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I79189158"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50321501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.1785999983549118,"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/T10260","display_name":"Software Engineering Research","score":0.1785999983549118,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.1145000010728836,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.06210000067949295,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/code-refactoring","display_name":"Code refactoring","score":0.6600000262260437},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.5932999849319458},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5142999887466431},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.46889999508857727},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4242999851703644},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.29600000381469727}],"concepts":[{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.6600000262260437},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.5932999849319458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5651999711990356},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5142999887466431},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.46889999508857727},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4242999851703644},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3140999972820282},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2989000082015991},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29820001125335693},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.29600000381469727},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.2759999930858612},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.27549999952316284},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/saner-c67878.2026.00029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saner-c67878.2026.00029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Software Analysis, Evolution and Reengineering - Companion (SANER-C)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8606022000312805,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2763537991","https://openalex.org/W2800686263","https://openalex.org/W3128671603","https://openalex.org/W3135317066","https://openalex.org/W3213982912","https://openalex.org/W4226358067","https://openalex.org/W4229034339","https://openalex.org/W4361271328","https://openalex.org/W4400185053","https://openalex.org/W4401078543","https://openalex.org/W4401835773","https://openalex.org/W4411534708"],"related_works":[],"abstract_inverted_index":{"As":[0],"modern":[1],"software":[2,36,60,107,154,186],"systems":[3],"grow":[4],"in":[5,148],"complexity":[6],"and":[7,26,98,151,169,195],"scale,":[8],"their":[9],"energy":[10,28,75,113,149,193],"consumption":[11],"becomes":[12],"a":[13,53,78],"critical":[14],"concern,":[15],"highlighting":[16],"the":[17,59,64,82,85,106,132,142,170,180,190],"need":[18],"for":[19],"automated":[20,47],"mechanisms":[21],"capable":[22],"of":[23,84,131,141,172,192],"monitoring,":[24],"managing,":[25],"optimizing":[27],"usage":[29],"while":[30,77,199],"balancing":[31],"potential":[32],"trade-offs":[33],"with":[34,139],"other":[35,152],"quality":[37,155],"attributes.":[38,156],"To":[39],"address":[40],"this":[41,43],"challenge,":[42],"work":[44],"proposes":[45],"an":[46],"agentoriented":[48],"orchestration":[49],"workflow":[50,89,182],"that":[51,179],"integrates":[52],"multi-agent,":[54],"LLM-driven":[55],"refactoring":[56],"process":[57],"into":[58,92],"development":[61,187],"lifecycle.":[62],"In":[63],"proposed":[65,86,181],"approach,":[66],"one":[67],"agent":[68,80],"recommends":[69],"code":[70,135,174,197],"optimizations":[71],"aimed":[72],"at":[73],"improving":[74],"efficiency,":[76],"second":[79],"verifies":[81],"correctness":[83],"changes.":[87],"The":[88,128,157,176],"is":[90,159],"integrated":[91],"existing":[93],"CI":[94],"pipelines,":[95],"which":[96],"define":[97],"execute":[99],"performance":[100],"tests-tests":[101],"specifically":[102],"designed":[103],"to":[104,119,145,164],"exercise":[105],"under":[108],"realistic":[109],"workloads-to":[110],"measure":[111],"applicationlevel":[112],"consumption.":[114],"This":[115],"approach":[116,158],"allows":[117],"developers":[118],"identify":[120],"inefficient":[121],"algorithms,":[122],"redundant":[123],"operations,":[124],"or":[125],"resourceintensive":[126],"functions.":[127],"execution":[129],"results":[130,177],"automatically":[133],"refactored":[134],"are":[136],"then":[137],"compared":[138],"those":[140],"original":[143],"version":[144],"assess":[146],"improvements":[147],"efficiency":[150],"relevant":[153],"evaluated":[160],"through":[161],"controlled":[162],"executions":[163],"analyze":[165],"both":[166],"its":[167],"effectiveness":[168],"impact":[171],"AI-driven":[173],"optimizations.":[175],"indicate":[178],"effectively":[183],"supports":[184],"energyaware":[185],"by":[188],"automating":[189],"coordination":[191],"measurements":[194],"agent-based":[196],"improvements,":[198],"requiring":[200],"minimal":[201],"developer":[202],"intervention.":[203]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-05-07T00:00:00"}