{"id":"https://openalex.org/W3118757005","doi":"https://doi.org/10.1109/tpds.2021.3051348","title":"A Machine-Learning-Based Framework for Productive Locality Exploitation","display_name":"A Machine-Learning-Based Framework for Productive Locality Exploitation","publication_year":2021,"publication_date":"2021-01-14","ids":{"openalex":"https://openalex.org/W3118757005","doi":"https://doi.org/10.1109/tpds.2021.3051348","mag":"3118757005"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2021.3051348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2021.3051348","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-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/A5055190364","display_name":"Engin Kayraklioglu","orcid":"https://orcid.org/0000-0002-4966-3812"},"institutions":[{"id":"https://openalex.org/I4210122178","display_name":"Hewlett Packard Enterprise (United States)","ror":"https://ror.org/020x0c621","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122178"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Engin Kayraklioglu","raw_affiliation_strings":["Hewlett Packard Enterprise Company, San Jose, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4966-3812","affiliations":[{"raw_affiliation_string":"Hewlett Packard Enterprise Company, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210122178"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070879856","display_name":"Erwan Favry","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erwan Favry","raw_affiliation_strings":["Universit\u00e9 Paris-Est, Champs-sur-Marne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Est, Champs-sur-Marne, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001914825","display_name":"Tarek El\u2010Ghazawi","orcid":"https://orcid.org/0000-0001-9687-7939"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tarek El-Ghazawi","raw_affiliation_strings":["George Washington University, DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Washington University, DC, USA","institution_ids":["https://openalex.org/I193531525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4539,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54854291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"32","issue":"6","first_page":"1409","last_page":"1424"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9988999962806702,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.9250693321228027},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.782301664352417},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.6657306551933289},{"id":"https://openalex.org/keywords/programmer","display_name":"Programmer","score":0.6292576789855957},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.582958996295929},{"id":"https://openalex.org/keywords/optimizing-compiler","display_name":"Optimizing compiler","score":0.5293025970458984},{"id":"https://openalex.org/keywords/locality-of-reference","display_name":"Locality of reference","score":0.4692767858505249},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4651302695274353},{"id":"https://openalex.org/keywords/runtime-system","display_name":"Runtime system","score":0.41507551074028015},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3861556351184845},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3686271905899048},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.30100172758102417},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.21220001578330994}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9250693321228027},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.782301664352417},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.6657306551933289},{"id":"https://openalex.org/C2778514511","wikidata":"https://www.wikidata.org/wiki/Q1374194","display_name":"Programmer","level":2,"score":0.6292576789855957},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.582958996295929},{"id":"https://openalex.org/C190902152","wikidata":"https://www.wikidata.org/wiki/Q1325106","display_name":"Optimizing compiler","level":3,"score":0.5293025970458984},{"id":"https://openalex.org/C27602214","wikidata":"https://www.wikidata.org/wiki/Q1868547","display_name":"Locality of reference","level":3,"score":0.4692767858505249},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4651302695274353},{"id":"https://openalex.org/C2780870223","wikidata":"https://www.wikidata.org/wiki/Q1004415","display_name":"Runtime system","level":2,"score":0.41507551074028015},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3861556351184845},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3686271905899048},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.30100172758102417},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.21220001578330994},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2021.3051348","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2021.3051348","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W179815580","https://openalex.org/W1629601946","https://openalex.org/W1678356000","https://openalex.org/W1898176954","https://openalex.org/W1899504021","https://openalex.org/W1934706575","https://openalex.org/W1964357740","https://openalex.org/W1964477602","https://openalex.org/W1974470587","https://openalex.org/W1988425770","https://openalex.org/W1997808850","https://openalex.org/W2022078144","https://openalex.org/W2046736907","https://openalex.org/W2069224457","https://openalex.org/W2079615295","https://openalex.org/W2090409324","https://openalex.org/W2114489740","https://openalex.org/W2122825543","https://openalex.org/W2124613228","https://openalex.org/W2124751742","https://openalex.org/W2128249697","https://openalex.org/W2133250609","https://openalex.org/W2135653967","https://openalex.org/W2137192690","https://openalex.org/W2138466513","https://openalex.org/W2148590584","https://openalex.org/W2153982186","https://openalex.org/W2282264259","https://openalex.org/W2429918913","https://openalex.org/W2470920449","https://openalex.org/W2478785095","https://openalex.org/W2488294685","https://openalex.org/W2503208220","https://openalex.org/W2556804450","https://openalex.org/W2566316545","https://openalex.org/W2613618711","https://openalex.org/W2732234222","https://openalex.org/W2884011937","https://openalex.org/W2888871693","https://openalex.org/W2912934387","https://openalex.org/W2955818059","https://openalex.org/W2962972936","https://openalex.org/W3136479147","https://openalex.org/W4212883601","https://openalex.org/W4230289604","https://openalex.org/W4238828805","https://openalex.org/W4240525683","https://openalex.org/W4320930577","https://openalex.org/W6607501997","https://openalex.org/W6631636882","https://openalex.org/W6677044249","https://openalex.org/W6678726238","https://openalex.org/W6680007323","https://openalex.org/W6722723202","https://openalex.org/W6730417501","https://openalex.org/W6746023985"],"related_works":["https://openalex.org/W1555349535","https://openalex.org/W2583128298","https://openalex.org/W2053359564","https://openalex.org/W2161159383","https://openalex.org/W1495260638","https://openalex.org/W2167013139","https://openalex.org/W4234370346","https://openalex.org/W4254922645","https://openalex.org/W2010557350","https://openalex.org/W2059493407"],"abstract_inverted_index":{"Data":[0],"locality":[1,31,74,92],"is":[2,63,124,155],"of":[3,42,55,60],"extreme":[4],"importance":[5],"in":[6,47,72,93,140],"programming":[7],"distributed-memory":[8],"architectures":[9],"due":[10,38],"to":[11,28,39,50,68,89,172],"its":[12],"implications":[13],"on":[14,187,194],"latency":[15],"and":[16,21,53,109,162],"energy":[17],"consumption.":[18],"Automated":[19],"compiler":[20,48],"runtime":[22],"system":[23],"optimization":[24],"studies":[25],"have":[26],"attempted":[27],"improve":[29],"data":[30,120,134,198],"exploitation":[32],"without":[33],"burdening":[34],"the":[35,40,58,141,151,156],"programmer.":[36],"However,":[37],"difficulty":[41],"static":[43],"code":[44,113],"analysis,":[45,57],"conservatism":[46],"optimizations":[49,62],"avoid":[51],"errors,":[52],"cost":[54],"dynamic":[56],"efficacy":[59],"automated":[61],"limited.":[64],"Therefore,":[65],"programmers":[66],"need":[67],"spend":[69],"significant":[70],"effort":[71],"optimizing":[73],"while":[75],"creating":[76],"applications":[77,163],"for":[78,118,159],"distributed":[79,94],"memory":[80,95],"parallel":[81],"systems.":[82],"We":[83,136,175],"present":[84],"a":[85,116,188,195],"machine-learning":[86],"based":[87],"framework":[88,98],"automatically":[90],"exploit":[91],"applications.":[96],"This":[97],"takes":[99],"application":[100,128],"source":[101,112],"whose":[102],"time-critical":[103],"blocks":[104],"are":[105],"marked":[106],"by":[107],"pragmas,":[108],"produces":[110],"optimized":[111],"that":[114,150,164,178],"uses":[115],"regressor":[117,123,158],"efficient":[119],"movement.":[121],"The":[122],"trained":[125,183],"with":[126,130],"automatically-collected":[127],"profiles":[129],"very":[131,170],"small":[132],"input":[133],"sizes.":[135],"integrate":[137],"our":[138,146,160],"prototype":[139],"Chapel":[142],"language":[143],"stack.":[144],"In":[145],"experiments,":[147],"we":[148],"show":[149,177],"Elastic":[152,166],"Net":[153,167],"model":[154],"ideal":[157],"case":[161],"utilize":[165],"can":[168,181],"perform":[169],"similarly":[171],"programmer-optimized":[173],"versions.":[174],"also":[176],"such":[179],"regressors":[180],"be":[182],"within":[184,191],"few":[185],"minutes":[186,193],"cluster":[189],"or":[190],"30":[192],"workstation,":[196],"including":[197],"collection.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}