{"id":"https://openalex.org/W4410049363","doi":"https://doi.org/10.1145/3680256.3721324","title":"Retrieval Augmented Generation Fine-Tuned LLM Model for Code Recommendations to Mitigate Lock Contention","display_name":"Retrieval Augmented Generation Fine-Tuned LLM Model for Code Recommendations to Mitigate Lock Contention","publication_year":2025,"publication_date":"2025-05-03","ids":{"openalex":"https://openalex.org/W4410049363","doi":"https://doi.org/10.1145/3680256.3721324"},"language":"en","primary_location":{"id":"doi:10.1145/3680256.3721324","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3680256.3721324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 16th ACM/SPEC International Conference on Performance Engineering","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/A5062248199","display_name":"Ashadullah Shawon","orcid":"https://orcid.org/0000-0003-4473-4009"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ashadullah Shawon","raw_affiliation_strings":["Electrical, Computer, & Software Engineering, Ontario Tech University, Oshawa, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0003-4473-4009","affiliations":[{"raw_affiliation_string":"Electrical, Computer, & Software Engineering, Ontario Tech University, Oshawa, Ontario, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018343766","display_name":"Ramiro Liscano","orcid":"https://orcid.org/0000-0002-1137-4978"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ramiro Liscano","raw_affiliation_strings":["Electrical, Computer, & Software Engineering, Ontario Tech University, Oshawa, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1137-4978","affiliations":[{"raw_affiliation_string":"Electrical, Computer, & Software Engineering, Ontario Tech University, Oshawa, Ontario, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053938324","display_name":"Akramul Azim","orcid":"https://orcid.org/0000-0002-6292-6939"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"Ontario Tech University","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Akramul Azim","raw_affiliation_strings":["Electrical, Computer, & Software Engineering, Ontario Tech University, Oshawa, Ontario, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6292-6939","affiliations":[{"raw_affiliation_string":"Electrical, Computer, & Software Engineering, Ontario Tech University, Oshawa, Ontario, Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017443088","display_name":"Vijay Sundaresan","orcid":"https://orcid.org/0009-0006-9342-4356"},"institutions":[{"id":"https://openalex.org/I4210113654","display_name":"IBM (Canada)","ror":"https://ror.org/025sxka56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210113654"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vijay Sundaresan","raw_affiliation_strings":["IBM Toronto Lab, Toronto, Ontario, Canada"],"raw_orcid":"https://orcid.org/0009-0006-9342-4356","affiliations":[{"raw_affiliation_string":"IBM Toronto Lab, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I4210113654"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086921447","display_name":"Yee-Kang Chang","orcid":"https://orcid.org/0009-0000-2382-0085"},"institutions":[{"id":"https://openalex.org/I4210113654","display_name":"IBM (Canada)","ror":"https://ror.org/025sxka56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210113654"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yee-Kang Chang","raw_affiliation_strings":["IBM Toronto Lab, Toronto, Ontario, Canada"],"raw_orcid":"https://orcid.org/0009-0000-2382-0085","affiliations":[{"raw_affiliation_string":"IBM Toronto Lab, Toronto, Ontario, Canada","institution_ids":["https://openalex.org/I4210113654"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03815313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"95","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.994700014591217,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.994700014591217,"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/T10028","display_name":"Topic Modeling","score":0.9560999870300293,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9312999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lock","display_name":"Lock (firearm)","score":0.8030930757522583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7660004496574402},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.6615040302276611},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.6404500603675842},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2986186146736145},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1852293610572815},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08501094579696655}],"concepts":[{"id":"https://openalex.org/C174839445","wikidata":"https://www.wikidata.org/wiki/Q1134386","display_name":"Lock (firearm)","level":2,"score":0.8030930757522583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7660004496574402},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6615040302276611},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.6404500603675842},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2986186146736145},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1852293610572815},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08501094579696655},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"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:10.1145/3680256.3721324","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3680256.3721324","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion of the 16th ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2097998348","https://openalex.org/W2326216008","https://openalex.org/W2605883949","https://openalex.org/W3027879771","https://openalex.org/W3174220201","https://openalex.org/W4252076394","https://openalex.org/W4367047118","https://openalex.org/W4377297670","https://openalex.org/W4388212670","https://openalex.org/W4391558516","https://openalex.org/W4399511430","https://openalex.org/W4402571788","https://openalex.org/W4406499777","https://openalex.org/W6674385629","https://openalex.org/W6852449896"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2048831961","https://openalex.org/W1606349578","https://openalex.org/W4399567378"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}