{"id":"https://openalex.org/W2758168304","doi":"https://doi.org/10.1145/3106233","title":"Heterogeneous HMC+DDRx Memory Management for Performance-Temperature Tradeoffs","display_name":"Heterogeneous HMC+DDRx Memory Management for Performance-Temperature Tradeoffs","publication_year":2017,"publication_date":"2017-09-21","ids":{"openalex":"https://openalex.org/W2758168304","doi":"https://doi.org/10.1145/3106233","mag":"2758168304"},"language":"en","primary_location":{"id":"doi:10.1145/3106233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106233","pdf_url":null,"source":{"id":"https://openalex.org/S96198239","display_name":"ACM Journal on Emerging Technologies in Computing Systems","issn_l":"1550-4832","issn":["1550-4832","1550-4840"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Journal on Emerging Technologies in Computing 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/A5031394992","display_name":"Mohammad Hossein Hajkazemi","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mohammad Hossein Hajkazemi","raw_affiliation_strings":["George Mason University"],"affiliations":[{"raw_affiliation_string":"George Mason University","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034212925","display_name":"Mohammad Khavari Tavana","orcid":"https://orcid.org/0000-0002-2038-4908"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Khavari Tavana","raw_affiliation_strings":["George Mason University"],"affiliations":[{"raw_affiliation_string":"George Mason University","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084010501","display_name":"Tinoosh Mohsenin","orcid":"https://orcid.org/0000-0001-5551-2124"},"institutions":[{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tinoosh Mohsenin","raw_affiliation_strings":["University of Maryland Baltimore County, Baltimore, MD"],"affiliations":[{"raw_affiliation_string":"University of Maryland Baltimore County, Baltimore, MD","institution_ids":["https://openalex.org/I79272384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047382437","display_name":"Houman Homayoun","orcid":"https://orcid.org/0000-0001-8904-4699"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Houman Homayoun","raw_affiliation_strings":["George Mason University"],"affiliations":[{"raw_affiliation_string":"George Mason University","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031394992"],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":null,"apc_paid":null,"fwci":0.6759,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69353494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"14","issue":"1","first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9991000294685364,"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"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9987000226974487,"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":0.7786592245101929},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.7589770555496216},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.6355112195014954},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.47860974073410034},{"id":"https://openalex.org/keywords/interleaved-memory","display_name":"Interleaved memory","score":0.4584578573703766},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.428718239068985},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.3954337239265442},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.36320894956588745},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3397822678089142},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.30992186069488525},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.23273545503616333},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.22923684120178223}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786592245101929},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.7589770555496216},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.6355112195014954},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.47860974073410034},{"id":"https://openalex.org/C63511323","wikidata":"https://www.wikidata.org/wiki/Q908936","display_name":"Interleaved memory","level":4,"score":0.4584578573703766},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.428718239068985},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.3954337239265442},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.36320894956588745},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3397822678089142},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.30992186069488525},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.23273545503616333},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.22923684120178223}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3106233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3106233","pdf_url":null,"source":{"id":"https://openalex.org/S96198239","display_name":"ACM Journal on Emerging Technologies in Computing Systems","issn_l":"1550-4832","issn":["1550-4832","1550-4840"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Journal on Emerging Technologies in Computing Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1680011003","https://openalex.org/W1725472669","https://openalex.org/W1964316448","https://openalex.org/W1978644024","https://openalex.org/W1981220134","https://openalex.org/W1989874002","https://openalex.org/W1993089791","https://openalex.org/W2005756787","https://openalex.org/W2017450471","https://openalex.org/W2020261724","https://openalex.org/W2038389585","https://openalex.org/W2048031802","https://openalex.org/W2078136576","https://openalex.org/W2107304970","https://openalex.org/W2108600086","https://openalex.org/W2112121929","https://openalex.org/W2117816012","https://openalex.org/W2118742653","https://openalex.org/W2119108200","https://openalex.org/W2126339718","https://openalex.org/W2133044942","https://openalex.org/W2137189008","https://openalex.org/W2154554979","https://openalex.org/W2154857344","https://openalex.org/W2158378569","https://openalex.org/W2159697788","https://openalex.org/W2162123103","https://openalex.org/W2162639668","https://openalex.org/W2163593926","https://openalex.org/W2169783318","https://openalex.org/W2170382128","https://openalex.org/W2204051931","https://openalex.org/W2207546698","https://openalex.org/W4230282358","https://openalex.org/W4253995697","https://openalex.org/W4254546080"],"related_works":["https://openalex.org/W2999459628","https://openalex.org/W2074563599","https://openalex.org/W3048967625","https://openalex.org/W1487697053","https://openalex.org/W2043352873","https://openalex.org/W2199439667","https://openalex.org/W1554378476","https://openalex.org/W1975698617","https://openalex.org/W4248614727","https://openalex.org/W4312264564"],"abstract_inverted_index":{"Three-dimensional":[0],"DRAMs":[1],"(3D-DRAMs)":[2],"are":[3,27,78],"emerging":[4,67],"as":[5,38],"a":[6,53,59,94,114],"promising":[7],"solution":[8],"to":[9,104,128,174],"address":[10,48,88],"the":[11,28,39,79,100,109,120,130,141,155,162,170,177,187,192],"memory":[12,41,55,70,85,95,102,164,171],"wall":[13],"problem":[14],"in":[15],"computer":[16],"systems.":[17],"However,":[18],"high":[19,135],"fabrication":[20],"cost":[21],"per":[22],"bit":[23],"and":[24,75,125,147],"thermal":[25,131],"issues":[26,81],"main":[29,40],"reasons":[30],"that":[31,57,117,161],"prevent":[32],"architects":[33],"from":[34],"using":[35,108,154],"3D-DRAM":[36],"alone":[37],"building":[42],"block.":[43],"In":[44],"this":[45,49,83],"article,":[46],"we":[47,92,112],"issue":[50],"by":[51,198],"proposing":[52],"heterogeneous":[54,84,101],"system":[56,103],"combines":[58],"double":[60],"data":[61],"rate":[62],"(DDRx)":[63],"DRAM":[64,127],"with":[65],"an":[66],"3D":[68],"hybrid":[69],"cube":[71],"(HMC)":[72],"technology.":[73],"Bandwidth":[74],"temperature":[76,190],"management":[77],"challenging":[80],"for":[82,99],"architecture.":[86],"To":[87],"these":[89],"challenges,":[90],"first":[91],"introduce":[93,113],"page":[96,165],"allocation":[97,166],"policy":[98,167],"maximize":[105],"performance.":[106,136],"Then,":[107],"proposed":[110,156,163],"policy,":[111],"temperature-aware":[115],"algorithm":[116],"dynamically":[118],"distributes":[119],"requested":[121],"bandwidth":[122,172,179,184],"between":[123],"HMC":[124,148,193],"DDRx":[126],"reduce":[129],"hotspot":[132,194],"while":[133,153,201],"maintaining":[134],"We":[137],"take":[138],"into":[139],"account":[140],"impact":[142],"of":[143,176,191],"both":[144],"core":[145],"count":[146,150],"channel":[149],"on":[151],"performance":[152,204],"policies.":[157],"The":[158],"results":[159],"show":[160],"can":[168],"utilize":[169],"close":[173],"99%":[175],"ideal":[178],"utilization.":[180],"Moreover,":[181],"our":[182],"temperate-aware":[183],"adaptation":[185],"reduces":[186],"average":[188],"steady-state":[189],"across":[195],"various":[196],"workloads":[197],"4.5":[199],"K":[200],"incurring":[202],"2.5%":[203],"overhead.":[205]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}