{"id":"https://openalex.org/W2955563193","doi":"https://doi.org/10.1145/3309697.3331482","title":"Demystifying Complex Workload-DRAM Interactions","display_name":"Demystifying Complex Workload-DRAM Interactions","publication_year":2019,"publication_date":"2019-06-20","ids":{"openalex":"https://openalex.org/W2955563193","doi":"https://doi.org/10.1145/3309697.3331482","mag":"2955563193"},"language":"en","primary_location":{"id":"doi:10.1145/3309697.3331482","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3309697.3331482","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3309697.3331482","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems","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/10.1145/3309697.3331482","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036666743","display_name":"Saugata Ghose","orcid":"https://orcid.org/0000-0002-9138-0613"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Saugata Ghose","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039928918","display_name":"Tianshi Li","orcid":"https://orcid.org/0000-0003-0877-5727"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianshi Li","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008045941","display_name":"Nastaran Hajinazar","orcid":"https://orcid.org/0000-0003-2817-0223"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nastaran Hajinazar","raw_affiliation_strings":["Simon Fraser University &amp; Carnegie Mellon University, Burnaby, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University &amp; Carnegie Mellon University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026337594","display_name":"Damla Senol Cali","orcid":"https://orcid.org/0000-0002-3665-6285"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Damla Senol Cali","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050695684","display_name":"Onur Mutlu","orcid":"https://orcid.org/0000-0002-0075-2312"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Onur Mutlu","raw_affiliation_strings":["ETH Z\u00fcrich &amp; Carnegie Mellon University, Z\u00fcrich , Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Z\u00fcrich &amp; Carnegie Mellon University, Z\u00fcrich , Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036666743"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":11.7976,"has_fulltext":true,"cited_by_count":56,"citation_normalized_percentile":{"value":0.99178189,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"93"},"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":0.9995999932289124,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9980000257492065,"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/dram","display_name":"Dram","score":0.9377318620681763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7768909931182861},{"id":"https://openalex.org/keywords/dynamic-random-access-memory","display_name":"Dynamic random-access memory","score":0.6768844127655029},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6183222532272339},{"id":"https://openalex.org/keywords/universal-memory","display_name":"Universal memory","score":0.6125984787940979},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5236161351203918},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4384247362613678},{"id":"https://openalex.org/keywords/random-access","display_name":"Random access","score":0.4367585778236389},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.42785751819610596},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3790351450443268},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3776632845401764},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3210083842277527},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2660577595233917},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.2418639361858368},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.21524778008460999},{"id":"https://openalex.org/keywords/interleaved-memory","display_name":"Interleaved memory","score":0.20246583223342896}],"concepts":[{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.9377318620681763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7768909931182861},{"id":"https://openalex.org/C118702147","wikidata":"https://www.wikidata.org/wiki/Q189396","display_name":"Dynamic random-access memory","level":3,"score":0.6768844127655029},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6183222532272339},{"id":"https://openalex.org/C195053848","wikidata":"https://www.wikidata.org/wiki/Q7894141","display_name":"Universal memory","level":5,"score":0.6125984787940979},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5236161351203918},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4384247362613678},{"id":"https://openalex.org/C101722063","wikidata":"https://www.wikidata.org/wiki/Q218825","display_name":"Random access","level":2,"score":0.4367585778236389},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.42785751819610596},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3790351450443268},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3776632845401764},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3210083842277527},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2660577595233917},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.2418639361858368},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.21524778008460999},{"id":"https://openalex.org/C63511323","wikidata":"https://www.wikidata.org/wiki/Q908936","display_name":"Interleaved memory","level":4,"score":0.20246583223342896},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3309697.3331482","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3309697.3331482","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3309697.3331482","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3309697.3331482","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3309697.3331482","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3309697.3331482","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306087","display_name":"Semiconductor Research Corporation","ror":"https://ror.org/047z4n946"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2955563193.pdf","grobid_xml":"https://content.openalex.org/works/W2955563193.grobid-xml"},"referenced_works_count":108,"referenced_works":["https://openalex.org/W1559781097","https://openalex.org/W1578894366","https://openalex.org/W1579491185","https://openalex.org/W1964316448","https://openalex.org/W1964858680","https://openalex.org/W1970426108","https://openalex.org/W1978082708","https://openalex.org/W1979527452","https://openalex.org/W1979866689","https://openalex.org/W1980927950","https://openalex.org/W1981220134","https://openalex.org/W1983178358","https://openalex.org/W1985229168","https://openalex.org/W1988608967","https://openalex.org/W1992487929","https://openalex.org/W1994004081","https://openalex.org/W1997162567","https://openalex.org/W2008251984","https://openalex.org/W2010202670","https://openalex.org/W2023834387","https://openalex.org/W2025108891","https://openalex.org/W2026247162","https://openalex.org/W2026517532","https://openalex.org/W2032512814","https://openalex.org/W2038212693","https://openalex.org/W2042948586","https://openalex.org/W2060204338","https://openalex.org/W2064344201","https://openalex.org/W2077589808","https://openalex.org/W2080592089","https://openalex.org/W2091487920","https://openalex.org/W2092381580","https://openalex.org/W2098040113","https://openalex.org/W2100787464","https://openalex.org/W2101391071","https://openalex.org/W2101865620","https://openalex.org/W2102871765","https://openalex.org/W2103742924","https://openalex.org/W2107333973","https://openalex.org/W2112744811","https://openalex.org/W2120591095","https://openalex.org/W2120692212","https://openalex.org/W2121256363","https://openalex.org/W2122249806","https://openalex.org/W2123608497","https://openalex.org/W2124608923","https://openalex.org/W2126569725","https://openalex.org/W2128315927","https://openalex.org/W2129381159","https://openalex.org/W2129817042","https://openalex.org/W2130154972","https://openalex.org/W2132269953","https://openalex.org/W2132292283","https://openalex.org/W2134633067","https://openalex.org/W2135965542","https://openalex.org/W2136684653","https://openalex.org/W2139766816","https://openalex.org/W2141527188","https://openalex.org/W2142875853","https://openalex.org/W2145451976","https://openalex.org/W2153882937","https://openalex.org/W2157116240","https://openalex.org/W2159908132","https://openalex.org/W2160401437","https://openalex.org/W2162639668","https://openalex.org/W2165284728","https://openalex.org/W2165697076","https://openalex.org/W2170257519","https://openalex.org/W2178886179","https://openalex.org/W2235724720","https://openalex.org/W2238307037","https://openalex.org/W2240667924","https://openalex.org/W2250217037","https://openalex.org/W2265366104","https://openalex.org/W2293640271","https://openalex.org/W2321746411","https://openalex.org/W2331766458","https://openalex.org/W2332254524","https://openalex.org/W2342813629","https://openalex.org/W2412101011","https://openalex.org/W2418958843","https://openalex.org/W2518205541","https://openalex.org/W2529008862","https://openalex.org/W2546811911","https://openalex.org/W2567006428","https://openalex.org/W2612835180","https://openalex.org/W2619064847","https://openalex.org/W2621772158","https://openalex.org/W2624299682","https://openalex.org/W2626519144","https://openalex.org/W2762750764","https://openalex.org/W2766489088","https://openalex.org/W2794842046","https://openalex.org/W2808118451","https://openalex.org/W2809491099","https://openalex.org/W2904440456","https://openalex.org/W2905808651","https://openalex.org/W2908349016","https://openalex.org/W2910048917","https://openalex.org/W2939057911","https://openalex.org/W2945839280","https://openalex.org/W2953044030","https://openalex.org/W2969618534","https://openalex.org/W3026610153","https://openalex.org/W3098304703","https://openalex.org/W3100461726","https://openalex.org/W3112784795","https://openalex.org/W3152438252"],"related_works":["https://openalex.org/W4386903460","https://openalex.org/W2924367614","https://openalex.org/W4382618825","https://openalex.org/W2094308961","https://openalex.org/W2533585248","https://openalex.org/W2900372418","https://openalex.org/W2536264121","https://openalex.org/W4221167253","https://openalex.org/W2161286015","https://openalex.org/W2496221128"],"abstract_inverted_index":{"It":[0],"has":[1],"become":[2],"increasingly":[3],"difficult":[4,86],"to":[5,39,87],"understand":[6],"the":[7,51,54,80],"complex":[8],"interaction":[9],"between":[10],"modern":[11],"applications":[12,62,68],"and":[13,25,60,99],"main":[14],"memory,":[15],"composed":[16],"of":[17,32,58],"Dynamic":[18],"Random":[19],"Access":[20],"Memory":[21],"(DRAM)":[22],"chips.":[23],"Manufacturers":[24],"researchers":[26],"are":[27,63],"developing":[28],"many":[29],"different":[30,40,75],"types":[31],"DRAM,":[33],"with":[34],"each":[35],"DRAM":[36],"type":[37],"catering":[38],"needs":[41],"(e.g.,":[42],"high":[43,47],"throughput,":[44],"low":[45],"power,":[46],"memory":[48,55,94],"density).":[49],"At":[50],"same":[52],"time,":[53],"access":[56],"patterns":[57],"prevalent":[59],"emerging":[61],"rapidly":[64],"diverging,":[65],"as":[66],"these":[67],"manipulate":[69],"larger":[70],"data":[71],"sets":[72],"in":[73,96],"very":[74],"ways.":[76],"As":[77],"a":[78],"result,":[79],"combined":[81],"DRAM-workload":[82],"behavior":[83],"is":[84],"often":[85],"intuitively":[88],"determine":[89],"today,":[90],"which":[91],"can":[92],"hinder":[93],"optimizations":[95],"both":[97],"hardware":[98],"software.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":11}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
