{"id":"https://openalex.org/W2997464342","doi":"https://doi.org/10.1145/3140659.3080233","title":"The Mondrian Data Engine","display_name":"The Mondrian Data Engine","publication_year":2017,"publication_date":"2017-06-24","ids":{"openalex":"https://openalex.org/W2997464342","doi":"https://doi.org/10.1145/3140659.3080233","mag":"2997464342"},"language":"en","primary_location":{"id":"doi:10.1145/3140659.3080233","doi":"https://doi.org/10.1145/3140659.3080233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3140659.3080233","pdf_url":null,"source":{"id":"https://openalex.org/S4210193905","display_name":"ACM SIGARCH Computer Architecture News","issn_l":"0163-5964","issn":["0163-5964","1943-5851"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320740","host_organization_name":"ACM SIGARCH","host_organization_lineage":["https://openalex.org/P4310320740"],"host_organization_lineage_names":["ACM SIGARCH"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGARCH Computer Architecture News","raw_type":"journal-article"},"volume":null,"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/A5089926912","display_name":"Mario Paulo Drumond","orcid":"https://orcid.org/0000-0002-1981-3525","observed_orcids":["https://orcid.org/0000-0002-1981-3525"]},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mario Drumond","raw_affiliation_strings":["EcoCloud, EPFL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EcoCloud, EPFL","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039780327","display_name":"Alexandros Daglis","orcid":"https://orcid.org/0000-0002-0211-1666","observed_orcids":["https://orcid.org/0000-0002-0211-1666"]},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Alexandros Daglis","raw_affiliation_strings":["EcoCloud, EPFL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EcoCloud, EPFL","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063379581","display_name":"Nooshin Mirzadeh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Nooshin Mirzadeh","raw_affiliation_strings":["EcoCloud, EPFL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EcoCloud, EPFL","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083116172","display_name":"Dmitrii Ustiugov","orcid":"https://orcid.org/0000-0003-3156-010X","observed_orcids":["https://orcid.org/0000-0003-3156-010X"]},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Dmitrii Ustiugov","raw_affiliation_strings":["EcoCloud, EPFL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EcoCloud, EPFL","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059218121","display_name":"Javier Picorel","orcid":"https://orcid.org/0009-0009-6984-1303","observed_orcids":["https://orcid.org/0009-0009-6984-1303"]},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Javier Picorel","raw_affiliation_strings":["EcoCloud, EPFL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EcoCloud, EPFL","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057697787","display_name":"Babak Falsafi","orcid":"https://orcid.org/0000-0001-5916-8068","observed_orcids":["https://orcid.org/0000-0001-5916-8068"]},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Babak Falsafi","raw_affiliation_strings":["EcoCloud, EPFL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EcoCloud, EPFL","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010276850","display_name":"Boris Grot","orcid":"https://orcid.org/0000-0001-6525-0762","observed_orcids":["https://orcid.org/0000-0001-6525-0762"]},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Boris Grot","raw_affiliation_strings":["University of Edinburgh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Edinburgh","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045649319","display_name":"Dionisios N. Pnevmatikatos","orcid":"https://orcid.org/0000-0003-3533-2761","observed_orcids":["https://orcid.org/0000-0003-3533-2761"]},"institutions":[{"id":"https://openalex.org/I4210121775","display_name":"FORTH Institute of Computer Science","ror":"https://ror.org/02tf48g55","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210121775","https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dionisios Pnevmatikatos","raw_affiliation_strings":["FORTH-ICS &amp; ECE-TUC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FORTH-ICS &amp; ECE-TUC","institution_ids":["https://openalex.org/I4210121775"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.7614,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95317726,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"45","issue":"2","first_page":"639","last_page":"651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.6699000000953674,"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":0.6699000000953674,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.24979999661445618,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.013799999840557575,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/near-memory-processing","display_name":"near-memory computing","score":0.9959999918937683},{"id":"https://openalex.org/keywords/data-analytics","display_name":"data analytics","score":0.6499999761581421},{"id":"https://openalex.org/keywords/algorithm-hardware-co-design","display_name":"algorithm-hardware co-design","score":0.9639999866485596},{"id":"https://openalex.org/keywords/memory-access-energy","display_name":"memory access energy","score":0.5260000228881836},{"id":"https://openalex.org/keywords/data-movement-reduction","display_name":"data movement reduction","score":0.6039999723434448},{"id":"https://openalex.org/keywords/energy-efficiency","display_name":"energy efficiency","score":0.5170000195503235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8350914716720581},{"id":"https://openalex.org/C2779075496","wikidata":"https://www.wikidata.org/wiki/Q6898824","display_name":"Mondrian","level":3,"score":0.7426251769065857},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.5807663202285767},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.5442672967910767},{"id":"https://openalex.org/C49154492","wikidata":"https://www.wikidata.org/wiki/Q5300","display_name":"Central processing unit","level":2,"score":0.4397543966770172},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.42600512504577637},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.33892107009887695},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.33525627851486206},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.2783282697200775},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16766628623008728},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3140659.3080233","doi":"https://doi.org/10.1145/3140659.3080233","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3140659.3080233","pdf_url":null,"source":{"id":"https://openalex.org/S4210193905","display_name":"ACM SIGARCH Computer Architecture News","issn_l":"0163-5964","issn":["0163-5964","1943-5851"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","norway-1"],"host_organization":"https://openalex.org/P4310320740","host_organization_name":"ACM SIGARCH","host_organization_lineage":["https://openalex.org/P4310320740"],"host_organization_lineage_names":["ACM SIGARCH"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGARCH Computer Architecture News","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2859278790","display_name":null,"funder_award_id":"NT-YINS RTD - 20NA21_150939","funder_id":"https://openalex.org/F4320329019","funder_display_name":"Nano-Tera"}],"funders":[{"id":"https://openalex.org/F4320329019","display_name":"Nano-Tera","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1976186353","https://openalex.org/W1981220134","https://openalex.org/W1981943579","https://openalex.org/W1982063824","https://openalex.org/W2006296837","https://openalex.org/W2009553719","https://openalex.org/W2020129682","https://openalex.org/W2036895660","https://openalex.org/W2065439108","https://openalex.org/W2067348620","https://openalex.org/W2072541977","https://openalex.org/W2078017054","https://openalex.org/W2078141470","https://openalex.org/W2086112773","https://openalex.org/W2092324191","https://openalex.org/W2094060435","https://openalex.org/W2096864363","https://openalex.org/W2097880677","https://openalex.org/W2103670492","https://openalex.org/W2107277872","https://openalex.org/W2112980698","https://openalex.org/W2122048769","https://openalex.org/W2125529470","https://openalex.org/W2125901106","https://openalex.org/W2126603366","https://openalex.org/W2133834148","https://openalex.org/W2141181087","https://openalex.org/W2141443190","https://openalex.org/W2143522680","https://openalex.org/W2150909864","https://openalex.org/W2152839228","https://openalex.org/W2153329411","https://openalex.org/W2158924248","https://openalex.org/W2161047342","https://openalex.org/W2162639668","https://openalex.org/W2164431468","https://openalex.org/W2170794761","https://openalex.org/W2171068432","https://openalex.org/W2289604917","https://openalex.org/W2335240678","https://openalex.org/W2406955896","https://openalex.org/W2460613653","https://openalex.org/W2545376626","https://openalex.org/W2597510743","https://openalex.org/W2912271030","https://openalex.org/W2950656546","https://openalex.org/W4236504040"],"related_works":["https://openalex.org/W2889514147","https://openalex.org/W2545376626","https://openalex.org/W7223231465","https://openalex.org/W6925697873","https://openalex.org/W4405398334","https://openalex.org/W4392124057","https://openalex.org/W2985229340","https://openalex.org/W2805352912","https://openalex.org/W4224304102","https://openalex.org/W2972913650"],"abstract_inverted_index":{"The":[0],"increasing":[1],"demand":[2],"for":[3,69,97,128,169,198],"extracting":[4],"value":[5],"out":[6],"of":[7,25,32,60,88,114,132,192,221],"ever-growing":[8],"data":[9,70,79,83,92,199,223],"poses":[10],"an":[11,170,190],"ongoing":[12],"challenge":[13],"to":[14,53,77,179,206,228,236],"system":[15],"designers,":[16],"a":[17,129,194,207,210],"task":[18],"only":[19],"made":[20],"trickier":[21],"by":[22,226,234],"the":[23,29,85,112,133,201,214,219],"end":[24],"Dennard":[26],"scaling.":[27],"As":[28],"performance":[30,220],"density":[31],"traditional":[33],"CPU-centric":[34,208],"architectures":[35,47,65],"stagnates,":[36],"advancing":[37],"compute":[38],"capabilities":[39],"necessitates":[40],"novel":[41],"architectural":[42],"approaches.":[43],"Near-memory":[44],"processing":[45],"(NMP)":[46],"are":[48,66,95],"reemerging":[49],"as":[50,72],"promising":[51],"candidates":[52],"improve":[54],"computing":[55],"efficiency":[56,233],"through":[57],"tight":[58,157],"coupling":[59],"logic":[61],"and":[62,80,100,106,159,209,230,232,238],"memory.":[63],"NMP":[64,167,196,212],"especially":[67],"fitting":[68],"analytics,":[71,200],"they":[73],"provide":[74],"immense":[75],"bandwidth":[76,143],"memory-resident":[78],"dramatically":[81],"reduce":[82],"movement,":[84],"main":[86],"source":[87],"energy":[89],"consumption.":[90],"Modern":[91],"analytics":[93,224],"operators":[94,225],"optimized":[96],"CPU":[98],"execution":[99],"hence":[101],"rely":[102],"on":[103],"large":[104],"caches":[105],"employ":[107],"random":[108,117,146],"memory":[109,135,185],"accesses.":[110],"In":[111,138],"context":[113],"NMP,":[115],"such":[116,193],"accesses":[118,147,178,184],"result":[119],"in":[120,186],"wasteful":[121],"DRAM":[122],"row":[123],"buffer":[124],"activations":[125],"that":[126,151,165,173,183],"account":[127],"significant":[130],"fraction":[131],"total":[134],"access":[136],"energy.":[137],"addition,":[139],"utilizing":[140],"NMP's":[141,156],"ample":[142],"with":[144,176],"fine-grained":[145],"requires":[148],"complex":[149],"hardware":[150,182],"cannot":[152],"be":[153],"accommodated":[154],"under":[155],"area":[158],"power":[160],"constraints.":[161],"Our":[162],"thesis":[163],"is":[164],"efficient":[166],"calls":[168],"algorithm-hardware":[171],"co-design":[172],"favors":[174],"algorithms":[175],"sequential":[177],"enable":[180],"simple":[181],"streams.":[187],"We":[188],"introduce":[189],"instance":[191],"co-designed":[195],"architecture":[197],"Mondrian":[202,215],"Data":[203,216],"Engine.":[204],"Compared":[205],"baseline":[211],"system,":[213],"Engine":[217],"improves":[218],"basic":[222],"up":[227,235],"49x":[229],"5x,":[231,239],"28x":[237],"respectively.":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2020-01-10T00:00:00"}
