{"id":"https://openalex.org/W2772722366","doi":"https://doi.org/10.1109/icrc.2017.8123667","title":"Rebooting the Data Access Hierarchy of Computing Systems","display_name":"Rebooting the Data Access Hierarchy of Computing Systems","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2772722366","doi":"https://doi.org/10.1109/icrc.2017.8123667","mag":"2772722366"},"language":"en","primary_location":{"id":"doi:10.1109/icrc.2017.8123667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icrc.2017.8123667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Rebooting Computing (ICRC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5040404999","display_name":"Wen\u2010mei Hwu","orcid":"https://orcid.org/0000-0003-2532-5349"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wen-mei W. Hwu","raw_affiliation_strings":["ECE and Coordinated Science Lab, University of Illinois, Urbana, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE and Coordinated Science Lab, University of Illinois, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076404852","display_name":"Izzat El Hajj","orcid":"https://orcid.org/0000-0003-3356-6898"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Izzat El Hajj","raw_affiliation_strings":["ECE and Coordinated Science, Lab University of Illinois, Urbana, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE and Coordinated Science, Lab University of Illinois, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000022037","display_name":"Simon Garcia de Gonzalo","orcid":"https://orcid.org/0000-0002-5699-1793"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Simon Garcia de Gonzalo","raw_affiliation_strings":["ECE and Coordinated Science Lab, University of Illinois, Urbana, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE and Coordinated Science Lab, University of Illinois, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032990831","display_name":"Carl Pearson","orcid":"https://orcid.org/0000-0001-6481-970X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carl Pearson","raw_affiliation_strings":["ECE and Coordinated Science, Lab University of Illinois, Urbana, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE and Coordinated Science, Lab University of Illinois, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037648751","display_name":"Nam Sung Kim","orcid":"https://orcid.org/0000-0002-0442-5634"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I183874917","display_name":"Urbana University","ror":"https://ror.org/04kp3hw27","country_code":"US","type":"education","lineage":["https://openalex.org/I183874917"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nam Sung Kim","raw_affiliation_strings":["CS and Cordinated Science, Lab University of Illinois, Urbana, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CS and Cordinated Science, Lab University of Illinois, Urbana, IL","institution_ids":["https://openalex.org/I183874917","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056321228","display_name":"Deming Chen","orcid":"https://orcid.org/0000-0002-3016-0270"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deming Chen","raw_affiliation_strings":["T.J. Watson Research Center, IBM Corporation, Yorktown Heights, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T.J. Watson Research Center, IBM Corporation, Yorktown Heights, NY","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030156276","display_name":"Jinjun Xiong","orcid":"https://orcid.org/0000-0002-2620-4859"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinjun Xiong","raw_affiliation_strings":["ECE and Coordinated Science, Lab University of Illinois, Urbana, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECE and Coordinated Science, Lab University of Illinois, Urbana, IL","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072951628","display_name":"Zehra Sura","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zehra Sura","raw_affiliation_strings":["T.J. Watson Research Center, IBM Corporation, Yorktown Heights, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"T.J. Watson Research Center, IBM Corporation, Yorktown Heights, NY","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9990000128746033,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9975000023841858,"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":0.8297206163406372},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.551750659942627},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.513414740562439},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.4786592423915863},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.4744768440723419},{"id":"https://openalex.org/keywords/soar","display_name":"Soar","score":0.46182021498680115},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45742523670196533},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4314050078392029},{"id":"https://openalex.org/keywords/memory-hierarchy","display_name":"Memory hierarchy","score":0.4226861596107483},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3644022047519684},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34492337703704834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22802621126174927},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16087082028388977},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15100347995758057},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.14762595295906067}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8297206163406372},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.551750659942627},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.513414740562439},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.4786592423915863},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.4744768440723419},{"id":"https://openalex.org/C17305859","wikidata":"https://www.wikidata.org/wiki/Q382944","display_name":"Soar","level":2,"score":0.46182021498680115},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45742523670196533},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4314050078392029},{"id":"https://openalex.org/C2778100165","wikidata":"https://www.wikidata.org/wiki/Q1589327","display_name":"Memory hierarchy","level":3,"score":0.4226861596107483},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3644022047519684},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34492337703704834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22802621126174927},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16087082028388977},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15100347995758057},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.14762595295906067},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icrc.2017.8123667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icrc.2017.8123667","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Conference on Rebooting Computing (ICRC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8299999833106995,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2152311353","https://openalex.org/W2325681100","https://openalex.org/W2554770544","https://openalex.org/W2562213348","https://openalex.org/W2605442520","https://openalex.org/W2741570905","https://openalex.org/W2749485341","https://openalex.org/W2762910930","https://openalex.org/W2763512585","https://openalex.org/W4230614322","https://openalex.org/W4244676205","https://openalex.org/W4249322926","https://openalex.org/W6672900850"],"related_works":["https://openalex.org/W177098144","https://openalex.org/W1972687012","https://openalex.org/W2163445345","https://openalex.org/W4250121399","https://openalex.org/W2078036665","https://openalex.org/W778337757","https://openalex.org/W4240065621","https://openalex.org/W4249818182","https://openalex.org/W2811273125","https://openalex.org/W2171034968"],"abstract_inverted_index":{"We":[0,67],"have":[1],"been":[2,20,41,142],"experiencing":[3],"two":[4,56,81],"very":[5,94],"important":[6],"movements":[7],"in":[8,156,195,201,209],"computing.":[9,33],"On":[10,34],"the":[11,35,38,77,108,125,129,136,161,167,184,196,215,235],"one":[12],"hand,":[13,37],"a":[14,43,70,93],"tremendous":[15],"amount":[16,96],"of":[17,58,76,84,97,116,222],"resource":[18],"has":[19,40,106,141],"invested":[21],"into":[22],"innovative":[23],"applications":[24,89,163],"such":[25],"as":[26,232],"first-principle-based":[27],"methods,":[28],"deep":[29],"learning":[30],"and":[31,49,65,87,103,114,133,143,153,207],"cognitive":[32],"other":[36],"industry":[39],"taking":[42],"technological":[44],"path":[45],"where":[46],"application":[47],"performance":[48,115],"energy":[50],"efficiency":[51],"vary":[52],"by":[53],"more":[54],"than":[55],"orders":[57],"magnitude":[59],"depending":[60],"on":[61,217],"their":[62],"parallelism,":[63],"heterogeneity,":[64],"locality.":[66],"envision":[68],"that":[69,164],"\"perfect":[71],"storm\"":[72],"is":[73,176,214],"coming":[74],"because":[75],"interaction":[78],"between":[79],"these":[80,85,117,193],"movements.":[82],"Many":[83],"new":[86,168,211],"high-valued":[88],"need":[90],"to":[91,123,128,134,146,178,182],"touch":[92],"large":[95],"data":[98,101,104,130,185],"with":[99],"little":[100],"reuse":[102],"movement":[105,186],"become":[107,166],"dominating":[109],"factor":[110],"for":[111,170,239],"both":[112],"power":[113],"applications.":[118],"It":[119],"will":[120,190,199],"be":[121,147],"critical":[122],"match":[124],"compute":[126,137],"throughput":[127],"access":[131],"bandwidth":[132],"locate":[135],"near":[138],"data.":[139],"Much":[140],"continuously":[144],"needs":[145],"learned":[148,231],"about":[149],"algorithms,":[150],"languages,":[151],"compilers":[152],"hardware":[154],"architecture":[155],"this":[157,225,247],"movement.":[158],"What":[159,213],"are":[160],"killer":[162],"may":[165],"driver":[169],"future":[171],"technology":[172],"development?":[173],"How":[174,189,198],"hard":[175],"it":[177],"program":[179,192],"existing":[180],"systems":[181,194],"address":[183],"issues":[187],"today?":[188],"we":[191,227,233],"future?":[197],"innovations":[200],"memory":[202],"devices":[203],"present":[204,228],"further":[205],"opportunities":[206],"challenges":[208],"designing":[210],"systems?":[212],"impact":[216],"long-term":[218],"software":[219],"engineering":[220],"cost":[221],"applications?":[223],"In":[224],"paper,":[226],"some":[229],"lessons":[230],"design":[234],"IBM-Illinois":[236],"C3SR":[237],"(Center":[238],"Cognitive":[240],"Computing":[241],"Systems":[242],"Research)":[243],"Erudite":[244],"system":[245],"inside":[246],"perfect":[248],"storm.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
