{"id":"https://openalex.org/W4391984270","doi":"https://doi.org/10.1145/3640537.3641580","title":"The Next 700 ML-Enabled Compiler Optimizations","display_name":"The Next 700 ML-Enabled Compiler Optimizations","publication_year":2024,"publication_date":"2024-02-17","ids":{"openalex":"https://openalex.org/W4391984270","doi":"https://doi.org/10.1145/3640537.3641580"},"language":"en","primary_location":{"id":"doi:10.1145/3640537.3641580","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640537.3641580","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640537.3641580","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3640537.3641580","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011873416","display_name":"S. VenkataKeerthy","orcid":"https://orcid.org/0000-0003-1393-7321"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. VenkataKeerthy","raw_affiliation_strings":["Indian Institute of Technology Hyderabad, Hyderabad, India"],"raw_orcid":"https://orcid.org/0000-0003-1393-7321","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057161196","display_name":"Siddharth Jain","orcid":"https://orcid.org/0000-0003-3801-7759"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Siddharth Jain","raw_affiliation_strings":["Indian Institute of Technology Hyderabad, Hyderabad, India"],"raw_orcid":"https://orcid.org/0000-0003-3801-7759","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093314049","display_name":"Umesh Kalvakuntla","orcid":"https://orcid.org/0009-0008-1807-6712"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Umesh Kalvakuntla","raw_affiliation_strings":["Indian Institute of Technology Hyderabad, Hyderabad, India"],"raw_orcid":"https://orcid.org/0009-0008-1807-6712","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093314050","display_name":"Pranav Sai Gorantla","orcid":"https://orcid.org/0009-0003-1194-2546"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pranav Sai Gorantla","raw_affiliation_strings":["Indian Institute of Technology Hyderabad, Hyderabad, India"],"raw_orcid":"https://orcid.org/0009-0003-1194-2546","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093314051","display_name":"Rajiv Shailesh Chitale","orcid":"https://orcid.org/0009-0000-1745-6328"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajiv Shailesh Chitale","raw_affiliation_strings":["Indian Institute of Technology Hyderabad, Hyderabad, India"],"raw_orcid":"https://orcid.org/0009-0000-1745-6328","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047736127","display_name":"Eugene Brevdo","orcid":"https://orcid.org/0009-0005-7965-3534"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eugene Brevdo","raw_affiliation_strings":["Google DeepMind, California, USA"],"raw_orcid":"https://orcid.org/0009-0005-7965-3534","affiliations":[{"raw_affiliation_string":"Google DeepMind, California, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063162788","display_name":"Albert Cohen","orcid":"https://orcid.org/0000-0002-8866-5343"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Albert Cohen","raw_affiliation_strings":["Google DeepMind, Paris, France"],"raw_orcid":"https://orcid.org/0000-0002-8866-5343","affiliations":[{"raw_affiliation_string":"Google DeepMind, Paris, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053186175","display_name":"Mircea Trofin","orcid":"https://orcid.org/0000-0002-4716-3400"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mircea Trofin","raw_affiliation_strings":["Google, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-4716-3400","affiliations":[{"raw_affiliation_string":"Google, California, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075524478","display_name":"Ramakrishna Upadrasta","orcid":"https://orcid.org/0000-0002-5290-3266"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ramakrishna Upadrasta","raw_affiliation_strings":["Indian Institute of Technology Hyderabad, Hyderabad, India"],"raw_orcid":"https://orcid.org/0000-0002-5290-3266","affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5011873416"],"corresponding_institution_ids":["https://openalex.org/I65181880"],"apc_list":null,"apc_paid":null,"fwci":1.8974,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8486621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"238","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9970999956130981,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9900000095367432,"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/compiler","display_name":"Compiler","score":0.8910409808158875},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8698585629463196},{"id":"https://openalex.org/keywords/compiler-correctness","display_name":"Compiler correctness","score":0.6279447674751282},{"id":"https://openalex.org/keywords/optimizing-compiler","display_name":"Optimizing compiler","score":0.5796390771865845},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.551028311252594},{"id":"https://openalex.org/keywords/interprocedural-optimization","display_name":"Interprocedural optimization","score":0.5371715426445007},{"id":"https://openalex.org/keywords/compiler-construction","display_name":"Compiler construction","score":0.5087559819221497},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5041650533676147},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4324081242084503},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.42038649320602417},{"id":"https://openalex.org/keywords/loop-optimization","display_name":"Loop optimization","score":0.19933190941810608}],"concepts":[{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.8910409808158875},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8698585629463196},{"id":"https://openalex.org/C68366613","wikidata":"https://www.wikidata.org/wiki/Q5156378","display_name":"Compiler correctness","level":3,"score":0.6279447674751282},{"id":"https://openalex.org/C190902152","wikidata":"https://www.wikidata.org/wiki/Q1325106","display_name":"Optimizing compiler","level":3,"score":0.5796390771865845},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.551028311252594},{"id":"https://openalex.org/C111564260","wikidata":"https://www.wikidata.org/wiki/Q4288856","display_name":"Interprocedural optimization","level":5,"score":0.5371715426445007},{"id":"https://openalex.org/C9957790","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler construction","level":3,"score":0.5087559819221497},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5041650533676147},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4324081242084503},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.42038649320602417},{"id":"https://openalex.org/C29331672","wikidata":"https://www.wikidata.org/wiki/Q3354468","display_name":"Loop optimization","level":4,"score":0.19933190941810608}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3640537.3641580","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640537.3641580","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640537.3641580","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3640537.3641580","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3640537.3641580","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3640537.3641580","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391984270.pdf","grobid_xml":"https://content.openalex.org/works/W4391984270.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1509875415","https://openalex.org/W1967846636","https://openalex.org/W2022658177","https://openalex.org/W2034761517","https://openalex.org/W2133128124","https://openalex.org/W2134112335","https://openalex.org/W2153185479","https://openalex.org/W2156560068","https://openalex.org/W2560674852","https://openalex.org/W2746553466","https://openalex.org/W2751901133","https://openalex.org/W2951841630","https://openalex.org/W2962724414","https://openalex.org/W2963935794","https://openalex.org/W2964150020","https://openalex.org/W3008788679","https://openalex.org/W3030671731","https://openalex.org/W3086481683","https://openalex.org/W3114760331","https://openalex.org/W3116350821","https://openalex.org/W3120529295","https://openalex.org/W3122286897","https://openalex.org/W3200950867","https://openalex.org/W3205717712","https://openalex.org/W3207198460","https://openalex.org/W4214583996","https://openalex.org/W4220727415","https://openalex.org/W4220880378","https://openalex.org/W4226372463","https://openalex.org/W4283662726","https://openalex.org/W4318603191","https://openalex.org/W6911290420"],"related_works":["https://openalex.org/W2094199724","https://openalex.org/W4246454774","https://openalex.org/W2169584677","https://openalex.org/W4232954277","https://openalex.org/W4240253816","https://openalex.org/W2749133591","https://openalex.org/W2374859588","https://openalex.org/W2078984893","https://openalex.org/W1496844168","https://openalex.org/W2083681681"],"abstract_inverted_index":{"There":[0],"is":[1],"a":[2,58],"growing":[3],"interest":[4],"in":[5],"enhancing":[6],"compiler":[7,28,69],"optimizations":[8,22],"with":[9,32,66],"ML":[10,17,54],"models,":[11],"yet":[12],"interactions":[13],"between":[14],"compilers":[15,92],"and":[16,27,35,40,71,79,85,93,96],"frameworks":[18],"remain":[19],"challenging.":[20],"Some":[21],"require":[23],"tightly":[24],"coupled":[25],"models":[26],"internals,":[29],"raising":[30],"issues":[31],"modularity,":[33],"performance":[34],"framework":[36,61],"independence.":[37],"Practical":[38],"deployment":[39],"transparency":[41],"for":[42,83],"the":[43],"end-user":[44],"are":[45],"also":[46],"important":[47],"concerns.":[48],"We":[49,73],"propose":[50],"ML-Compiler-Bridge":[51],"to":[52],"enable":[53],"model":[55],"development":[56],"within":[57],"traditional":[59],"Python":[60],"while":[62],"making":[63],"end-to-end":[64],"integration":[65],"an":[67],"optimizing":[68],"possible":[70],"efficient.":[72],"evaluate":[74],"it":[75],"on":[76],"both":[77],"research":[78],"production":[80],"use":[81],"cases,":[82],"training":[84],"inference,":[86],"over":[87],"several":[88],"optimization":[89],"problems,":[90],"multiple":[91],"its":[94],"versions,":[95],"gym":[97],"infrastructures.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}