{"id":"https://openalex.org/W2886638091","doi":"https://doi.org/10.1145/3225058.3225094","title":"NumaMMA","display_name":"NumaMMA","publication_year":2018,"publication_date":"2018-08-08","ids":{"openalex":"https://openalex.org/W2886638091","doi":"https://doi.org/10.1145/3225058.3225094","mag":"2886638091"},"language":"en","primary_location":{"id":"doi:10.1145/3225058.3225094","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3225058.3225094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International Conference on Parallel Processing","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/A5071824493","display_name":"Fran\u00e7ois Trahay","orcid":"https://orcid.org/0000-0001-7329-1812"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4387153010","display_name":"Telecom SudParis","ror":"https://ror.org/05xvk4r52","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I4387153010"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Fran\u00e7ois Trahay","raw_affiliation_strings":["SAMOVAR, CNRS, T\u00e9l\u00e9com SudParis, Universit\u00e9, Paris-Saclay, Evry, France"],"affiliations":[{"raw_affiliation_string":"SAMOVAR, CNRS, T\u00e9l\u00e9com SudParis, Universit\u00e9, Paris-Saclay, Evry, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210145102","https://openalex.org/I1294671590","https://openalex.org/I4387153010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069762252","display_name":"Manuel Selva","orcid":"https://orcid.org/0000-0002-2740-6428"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Manuel Selva","raw_affiliation_strings":["Univ. Grenoble Alpes, CNRS, Inria, Grenoble INP, LIG, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, CNRS, Inria, Grenoble INP, LIG, Grenoble, France","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I1294671590","https://openalex.org/I106785703","https://openalex.org/I4210104430","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053239049","display_name":"Lionel Morel","orcid":"https://orcid.org/0000-0002-0246-1930"},"institutions":[{"id":"https://openalex.org/I3020098449","display_name":"CEA Grenoble","ror":"https://ror.org/02mg6n827","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I3020098449"]},{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lionel Morel","raw_affiliation_strings":["Univ Grenoble Alpes, CEA, List, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ Grenoble Alpes, CEA, List, Grenoble, France","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I3020098449","https://openalex.org/I2738703131"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003197027","display_name":"K\u00e9vin Marquet","orcid":null},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]},{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kevin Marquet","raw_affiliation_strings":["Univ Lyon, INSA Lyon, Inria, CITI, Villeurbanne, France"],"affiliations":[{"raw_affiliation_string":"Univ Lyon, INSA Lyon, Inria, CITI, Villeurbanne, France","institution_ids":["https://openalex.org/I48430043","https://openalex.org/I100532134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071824493"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I277688954","https://openalex.org/I4210145102","https://openalex.org/I4387153010"],"apc_list":null,"apc_paid":null,"fwci":3.0296,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.91945735,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":1.0,"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":1.0,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8787015676498413},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7140260934829712},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5985631346702576},{"id":"https://openalex.org/keywords/memory-map","display_name":"Memory map","score":0.5926216840744019},{"id":"https://openalex.org/keywords/interleaved-memory","display_name":"Interleaved memory","score":0.5265153646469116},{"id":"https://openalex.org/keywords/auxiliary-memory","display_name":"Auxiliary memory","score":0.49434399604797363},{"id":"https://openalex.org/keywords/uniform-memory-access","display_name":"Uniform memory access","score":0.4882228672504425},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.4877622723579407},{"id":"https://openalex.org/keywords/flat-memory-model","display_name":"Flat memory model","score":0.4669759273529053},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.45525702834129333},{"id":"https://openalex.org/keywords/physical-address","display_name":"Physical address","score":0.4370359182357788},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4335464835166931},{"id":"https://openalex.org/keywords/virtual-memory","display_name":"Virtual memory","score":0.42362287640571594},{"id":"https://openalex.org/keywords/non-uniform-memory-access","display_name":"Non-uniform memory access","score":0.41630735993385315},{"id":"https://openalex.org/keywords/shared-memory","display_name":"Shared memory","score":0.4105713963508606},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.39090991020202637},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.26728805899620056},{"id":"https://openalex.org/keywords/overlay","display_name":"Overlay","score":0.2470167577266693},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09664192795753479}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8787015676498413},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7140260934829712},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5985631346702576},{"id":"https://openalex.org/C74426580","wikidata":"https://www.wikidata.org/wiki/Q719484","display_name":"Memory map","level":3,"score":0.5926216840744019},{"id":"https://openalex.org/C63511323","wikidata":"https://www.wikidata.org/wiki/Q908936","display_name":"Interleaved memory","level":4,"score":0.5265153646469116},{"id":"https://openalex.org/C82687282","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Auxiliary memory","level":2,"score":0.49434399604797363},{"id":"https://openalex.org/C51290061","wikidata":"https://www.wikidata.org/wiki/Q1936765","display_name":"Uniform memory access","level":4,"score":0.4882228672504425},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.4877622723579407},{"id":"https://openalex.org/C57863822","wikidata":"https://www.wikidata.org/wiki/Q905488","display_name":"Flat memory model","level":4,"score":0.4669759273529053},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.45525702834129333},{"id":"https://openalex.org/C41036726","wikidata":"https://www.wikidata.org/wiki/Q844824","display_name":"Physical address","level":3,"score":0.4370359182357788},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4335464835166931},{"id":"https://openalex.org/C76399640","wikidata":"https://www.wikidata.org/wiki/Q189401","display_name":"Virtual memory","level":4,"score":0.42362287640571594},{"id":"https://openalex.org/C133371097","wikidata":"https://www.wikidata.org/wiki/Q868014","display_name":"Non-uniform memory access","level":5,"score":0.41630735993385315},{"id":"https://openalex.org/C133875982","wikidata":"https://www.wikidata.org/wiki/Q764810","display_name":"Shared memory","level":2,"score":0.4105713963508606},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.39090991020202637},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.26728805899620056},{"id":"https://openalex.org/C136085584","wikidata":"https://www.wikidata.org/wiki/Q910289","display_name":"Overlay","level":2,"score":0.2470167577266693},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09664192795753479},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3225058.3225094","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3225058.3225094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International Conference on Parallel Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:cea-01854072v2","is_oa":false,"landing_page_url":"https://cea.hal.science/cea-01854072","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICPP 2018 - 47th International Conference on Parallel Processing, Aug 2018, Eugene, United States. pp.1-10, &#x27E8;10.1145/3225058.3225094&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1579295331","https://openalex.org/W1969923711","https://openalex.org/W1980052993","https://openalex.org/W2029528428","https://openalex.org/W2063364927","https://openalex.org/W2067540437","https://openalex.org/W2080815425","https://openalex.org/W2081597309","https://openalex.org/W2091905905","https://openalex.org/W2105506259","https://openalex.org/W2112121929","https://openalex.org/W2122452659","https://openalex.org/W2134633067","https://openalex.org/W2150446161","https://openalex.org/W2157802978","https://openalex.org/W2171119362","https://openalex.org/W2175048909","https://openalex.org/W2202621926","https://openalex.org/W2268411483","https://openalex.org/W2296237387","https://openalex.org/W2521259554","https://openalex.org/W2560368221","https://openalex.org/W2586089111","https://openalex.org/W2621795851","https://openalex.org/W2623735841","https://openalex.org/W2704520707","https://openalex.org/W2751343396","https://openalex.org/W4301910492"],"related_works":["https://openalex.org/W261562921","https://openalex.org/W2164832447","https://openalex.org/W2145484885","https://openalex.org/W4232365528","https://openalex.org/W99066252","https://openalex.org/W2168550483","https://openalex.org/W2062140197","https://openalex.org/W4321458411","https://openalex.org/W3204883325","https://openalex.org/W2934889147"],"abstract_inverted_index":{"Non":[0],"Uniform":[1],"Memory":[2],"Access":[3],"(NUMA)":[4],"architectures":[5],"are":[6,22,33,42,69,86],"nowadays":[7],"common":[8],"for":[9,101],"running":[10],"High-Performance":[11],"Computing":[12],"(HPC)":[13],"applications.":[14,109],"In":[15,88],"such":[16,74],"architectures,":[17],"several":[18,34,166],"distinct":[19],"physical":[20,35],"memories":[21,41],"assembled":[23],"to":[24,39,71,125,140,171,178],"create":[25],"a":[26,97],"single":[27],"shared":[28],"memory.":[29,63],"Nevertheless,":[30],"because":[31],"there":[32],"memories,":[36],"access":[37,105,129,146],"times":[38],"these":[40,145],"not":[43],"uniform":[44],"depending":[45],"on":[46,57],"the":[47,50,53,58,61,103,142,153,162,181],"location":[48,59],"of":[49,60,107,114,144,165],"core":[51],"performing":[52],"memory":[54,104,115,128,163],"request":[55],"and":[56,66,174],"target":[62],"Hence,":[64],"threads":[65],"data":[67],"placement":[68],"crucial":[70],"efficiently":[72],"exploit":[73],"architectures.":[75],"To":[76],"help":[77,160],"in":[78,169],"taking":[79],"decision":[80],"about":[81],"this":[82,89],"placement,":[83],"profiling":[84,99],"tools":[85],"needed.":[87],"work,":[90],"we":[91],"propose":[92],"NUMA":[93],"MeMory":[94],"Analyzer":[95],"(NumaMMA),":[96],"new":[98],"tool":[100],"understanding":[102,161],"patterns":[106,130,147,164],"HPC":[108,167],"NumaMMA":[110,138,158],"combines":[111],"efficient":[112],"collection":[113],"traces":[116],"using":[117],"hardware":[118],"mechanisms":[119],"with":[120],"original":[121],"visualization":[122],"means":[123],"allowing":[124],"see":[126],"how":[127,157],"evolve":[131],"over":[132,180],"time.":[133],"The":[134],"information":[135],"reported":[136],"by":[137,152],"allows":[139],"understand":[141],"nature":[143],"inside":[148],"each":[149],"object":[150],"allocated":[151],"application.":[154],"We":[155],"show":[156],"can":[159],"applications":[168],"order":[170],"optimize":[172],"them":[173],"get":[175],"speedups":[176],"up":[177],"28%":[179],"standard":[182],"non":[183],"optimized":[184],"version.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-08-22T00:00:00"}
