{"id":"https://openalex.org/W2998352136","doi":"https://doi.org/10.1109/mchpc49590.2019.00008","title":"Performance Evaluation of the Intel Optane DC Memory With Scientific Benchmarks","display_name":"Performance Evaluation of the Intel Optane DC Memory With Scientific Benchmarks","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2998352136","doi":"https://doi.org/10.1109/mchpc49590.2019.00008","mag":"2998352136"},"language":"en","primary_location":{"id":"doi:10.1109/mchpc49590.2019.00008","doi":"https://doi.org/10.1109/mchpc49590.2019.00008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mchpc49590.2019.00008","pdf_url":null,"source":{"id":"https://openalex.org/S7407107811","display_name":"IEEE/ACM Workshop on Memory Centric High Performance Computing (MCHPC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACM Workshop on Memory Centric High Performance Computing (MCHPC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5080056836","display_name":"Vladimir Mironov","orcid":"https://orcid.org/0000-0002-9454-5823","observed_orcids":["https://orcid.org/0000-0002-9454-5823"]},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vladimir Mironov","raw_affiliation_strings":["Moscow State University, Russian Federation","Department of Chemistry, Lomonosov Moscow State University, Moscow, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Moscow State University, Russian Federation","institution_ids":["https://openalex.org/I19880235"]},{"raw_affiliation_string":"Department of Chemistry, Lomonosov Moscow State University, Moscow, Russian Federation","institution_ids":["https://openalex.org/I19880235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021036150","display_name":"\u0418\u0433\u043e\u0440\u044c \u0413\u0435\u043d\u043d\u0430\u0434\u044c\u0435\u0432\u0438\u0447 \u0427\u0435\u0440\u043d\u044b\u0445","orcid":"https://orcid.org/0000-0001-9564-1553","observed_orcids":["https://orcid.org/0000-0001-9564-1553"]},"institutions":[{"id":"https://openalex.org/I4210110796","display_name":"Institute of Computational Mathematics and Mathematical Geophysics","ror":"https://ror.org/01z686714","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110796","https://openalex.org/I4210124601"]},{"id":"https://openalex.org/I4210127387","display_name":"Siberian Branch of the Russian Academy of Sciences","ror":"https://ror.org/02frkq021","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210127387"]},{"id":"https://openalex.org/I4210136724","display_name":"Institute of Computational Modeling","ror":"https://ror.org/047f8bv22","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210136724"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Igor Chernykh","raw_affiliation_strings":["Supercomputing lab ICMMG SB RAS, Russian Federation","Supercomputing lab, ICMMG SB RAS, Novosibirsk, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Supercomputing lab ICMMG SB RAS, Russian Federation","institution_ids":["https://openalex.org/I4210127387","https://openalex.org/I4210136724"]},{"raw_affiliation_string":"Supercomputing lab, ICMMG SB RAS, Novosibirsk, Russian Federation","institution_ids":["https://openalex.org/I4210110796","https://openalex.org/I4210127387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049452518","display_name":"\u0418\u0433\u043e\u0440\u044c \u041c\u0438\u0445\u0430\u0439\u043b\u043e\u0432\u0438\u0447 \u041a\u0443\u043b\u0438\u043a\u043e\u0432","orcid":"https://orcid.org/0000-0002-1959-780X","observed_orcids":["https://orcid.org/0000-0002-1959-780X"]},"institutions":[{"id":"https://openalex.org/I4210110796","display_name":"Institute of Computational Mathematics and Mathematical Geophysics","ror":"https://ror.org/01z686714","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210110796","https://openalex.org/I4210124601"]},{"id":"https://openalex.org/I4210127387","display_name":"Siberian Branch of the Russian Academy of Sciences","ror":"https://ror.org/02frkq021","country_code":"RU","type":"government","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210127387"]},{"id":"https://openalex.org/I4210136724","display_name":"Institute of Computational Modeling","ror":"https://ror.org/047f8bv22","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210136724"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Igor Kulikov","raw_affiliation_strings":["Supercomputing lab ICMMG SB RAS, Russian Federation","Supercomputing lab, ICMMG SB RAS, Novosibirsk, Russian Federation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Supercomputing lab ICMMG SB RAS, Russian Federation","institution_ids":["https://openalex.org/I4210127387","https://openalex.org/I4210136724"]},{"raw_affiliation_string":"Supercomputing lab, ICMMG SB RAS, Novosibirsk, Russian Federation","institution_ids":["https://openalex.org/I4210110796","https://openalex.org/I4210127387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059173113","display_name":"Alexander A. Moskovsky","orcid":"https://orcid.org/0000-0002-6424-320X","observed_orcids":["https://orcid.org/0000-0002-6424-320X"]},"institutions":[{"id":"https://openalex.org/I4210144760","display_name":"S. P. Korolev Rocket and Space Corporation Energia (Russia)","ror":"https://ror.org/0553df340","country_code":"RU","type":"company","lineage":["https://openalex.org/I4210144760"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexander Moskovsky","raw_affiliation_strings":["RSC Technologies, Russia","RSC Technologies, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RSC Technologies, Russia","institution_ids":["https://openalex.org/I4210144760"]},{"raw_affiliation_string":"RSC Technologies, Moscow, Russia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034152500","display_name":"Evgeny Epifanovsky","orcid":"https://orcid.org/0000-0002-3379-1131","observed_orcids":["https://orcid.org/0000-0002-3379-1131"]},"institutions":[{"id":"https://openalex.org/I4210088495","display_name":"Q Chem (United States)","ror":"https://ror.org/003y2cj37","country_code":"US","type":"company","lineage":["https://openalex.org/I4210088495"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Evgeny Epifanovsky","raw_affiliation_strings":["Q-Chem, Inc., USA","Q-Chem, Inc., Pleasanton, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Q-Chem, Inc., USA","institution_ids":["https://openalex.org/I4210088495"]},{"raw_affiliation_string":"Q-Chem, Inc., Pleasanton, CA, USA","institution_ids":["https://openalex.org/I4210088495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101483923","display_name":"Andrey V. Kudryavtsev","orcid":"https://orcid.org/0000-0002-2126-7404","observed_orcids":["https://orcid.org/0000-0002-2126-7404"]},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrey Kudryavtsev","raw_affiliation_strings":["Intel Corporation, USA","Intel Corporation, Folsom, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Corporation, USA","institution_ids":["https://openalex.org/I1343180700"]},{"raw_affiliation_string":"Intel Corporation, Folsom, CA, USA","institution_ids":["https://openalex.org/I1343180700"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1239,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.73850236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.8076000213623047,"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"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.8076000213623047,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.1736000031232834,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.003000000026077032,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/non-volatile-memory","display_name":"non-volatile memory","score":0.9240000247955322},{"id":"https://openalex.org/keywords/computational-astrophysics","display_name":"computational astrophysics","score":0.9710000157356262},{"id":"https://openalex.org/keywords/ddr4-memory","display_name":"DDR4 memory","score":0.6539999842643738},{"id":"https://openalex.org/keywords/hybrid-memory-systems","display_name":"hybrid memory systems","score":0.6190000176429749},{"id":"https://openalex.org/keywords/memory-access-performance","display_name":"memory access performance","score":0.6190000176429749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.750819981098175},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6178637146949768},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.46202051639556885},{"id":"https://openalex.org/C199115840","wikidata":"https://www.wikidata.org/wiki/Q108649754","display_name":"Intel iPSC","level":3,"score":0.4465295970439911},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.41763466596603394},{"id":"https://openalex.org/C92855701","wikidata":"https://www.wikidata.org/wiki/Q5830907","display_name":"Computer memory","level":3,"score":0.41651132702827454},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.312065064907074},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.28059887886047363},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C120373497","wikidata":"https://www.wikidata.org/wiki/Q1087987","display_name":"Parallel algorithm","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mchpc49590.2019.00008","doi":"https://doi.org/10.1109/mchpc49590.2019.00008","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mchpc49590.2019.00008","pdf_url":null,"source":{"id":"https://openalex.org/S7407107811","display_name":"IEEE/ACM Workshop on Memory Centric High Performance Computing (MCHPC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACM Workshop on Memory Centric High Performance Computing (MCHPC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1909769942","https://openalex.org/W1967827124","https://openalex.org/W2001447196","https://openalex.org/W2010216838","https://openalex.org/W2012502562","https://openalex.org/W2026172453","https://openalex.org/W2033811947","https://openalex.org/W2045693964","https://openalex.org/W2078260102","https://openalex.org/W2102449048","https://openalex.org/W2107177165","https://openalex.org/W2169929191","https://openalex.org/W2314727359","https://openalex.org/W2345679122","https://openalex.org/W2593464225","https://openalex.org/W2789633560","https://openalex.org/W2798337732","https://openalex.org/W2900786212","https://openalex.org/W2909639320","https://openalex.org/W2912281309","https://openalex.org/W2921153466","https://openalex.org/W2954252573","https://openalex.org/W2954340567","https://openalex.org/W2968671528","https://openalex.org/W3005534306","https://openalex.org/W3094882177","https://openalex.org/W3098393085","https://openalex.org/W6756148306"],"related_works":["https://openalex.org/W2921153466","https://openalex.org/W2900786212","https://openalex.org/W3196458579","https://openalex.org/W2985559904","https://openalex.org/W3033902925","https://openalex.org/W2985656529","https://openalex.org/W4297176215","https://openalex.org/W3005837072","https://openalex.org/W4367147529","https://openalex.org/W3019186538"],"abstract_inverted_index":{"Intel":[0,74,99,118],"Optane":[1,75,100,114],"technology":[2,44],"is":[3,14,34,124,134],"a":[4],"cost-effective":[5],"solution":[6],"to":[7,16,50,136,143],"create":[8],"large":[9],"non-volatile":[10],"memory":[11,41,47,108,128],"pools,":[12],"which":[13,33],"attractive":[15],"many":[17],"scientific":[18,84],"applications.":[19],"Last":[20],"year":[21],"Intel\u00ae":[22,51,57],"OptaneTM":[23,52],"DC":[24,53,76,101,115],"Persistent":[25,77],"Memory":[26,58,119],"in":[27,103,138,152],"DIMM":[28],"(PMM)":[29],"form-factor":[30],"was":[31,148],"introduced,":[32],"capable":[35],"of":[36,83,88,97,176],"being":[37],"used":[38,106],"as":[39,179],"main":[40],"device.":[42],"This":[43],"promises":[45],"faster":[46],"access":[48],"comparing":[49],"P4800X":[54],"SSD":[55,116],"with":[56,117],"Drive":[59,120],"Technology":[60,121],"devices":[61],"available":[62],"previously.":[63],"In":[64],"this":[65],"paper,":[66],"we":[67,105],"present":[68],"new":[69],"benchmark":[70],"data":[71],"for":[72,127,159,166],"the":[73,81,98,173],"Memory.":[78],"We":[79,130,162],"studied":[80],"performance":[82,96,178],"application":[85],"from":[86],"domains":[87],"quantum":[89,153],"chemistry":[90,154],"and":[91,113,155],"computational":[92],"astrophysics.":[93],"To":[94],"put":[95],"PMM":[102,133,147],"comparison,":[104],"two":[107],"configurations:":[109],"DDR4":[110,180],"only":[111,156],"system":[112],"(IMDT)":[122],"that":[123,132,165],"another":[125],"option":[126],"extension.":[129],"see":[131],"superior":[135],"IMDT":[137],"almost":[139],"all":[140],"our":[141],"benchmarks,":[142],"no":[144],"surprise.":[145],"However,":[146],"20-30%":[149],"more":[150],"performant":[151],"marginally":[157],"better":[158],"astrophysics":[160],"simulations.":[161],"also":[163],"found,":[164],"practical":[167],"calculations":[168],"hybrid":[169],"setup":[170],"demonstrates":[171],"on":[172],"same":[174],"order":[175],"magnitude":[177],"system.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-01-10T00:00:00"}
