{"id":"https://openalex.org/W2911846033","doi":"https://doi.org/10.14529/jsfi180301","title":"Continuum Computing - on a New Performance Trajectory beyond Exascale","display_name":"Continuum Computing - on a New Performance Trajectory beyond Exascale","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2911846033","doi":"https://doi.org/10.14529/jsfi180301","mag":"2911846033"},"language":"en","primary_location":{"id":"doi:10.14529/jsfi180301","is_oa":true,"landing_page_url":"https://doi.org/10.14529/jsfi180301","pdf_url":null,"source":{"id":"https://openalex.org/S4210177204","display_name":"Supercomputing Frontiers and Innovations","issn_l":"2313-8734","issn":["2313-8734","2409-6008"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310312680","host_organization_name":"Publishing center of the South Ural State University","host_organization_lineage":["https://openalex.org/P4310312680"],"host_organization_lineage_names":["Publishing center of the South Ural State University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supercomputing Frontiers and Innovations","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.14529/jsfi180301","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063129935","display_name":"Maciej Brodowicz","orcid":"https://orcid.org/0000-0002-7154-8642"},"institutions":[{"id":"https://openalex.org/I592451","display_name":"Indiana University","ror":"https://ror.org/01kg8sb98","country_code":"US","type":"education","lineage":["https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maciej Brodowicz","raw_affiliation_strings":["Indiana University"],"affiliations":[{"raw_affiliation_string":"Indiana University","institution_ids":["https://openalex.org/I592451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089056206","display_name":"Thomas Sterling","orcid":"https://orcid.org/0009-0000-3554-9931"},"institutions":[{"id":"https://openalex.org/I592451","display_name":"Indiana University","ror":"https://ror.org/01kg8sb98","country_code":"US","type":"education","lineage":["https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Sterling","raw_affiliation_strings":["Indiana University"],"affiliations":[{"raw_affiliation_string":"Indiana University","institution_ids":["https://openalex.org/I592451"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079027478","display_name":"Matthew Anderson","orcid":"https://orcid.org/0000-0001-8747-1187"},"institutions":[{"id":"https://openalex.org/I592451","display_name":"Indiana University","ror":"https://ror.org/01kg8sb98","country_code":"US","type":"education","lineage":["https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Anderson","raw_affiliation_strings":["Indiana University"],"affiliations":[{"raw_affiliation_string":"Indiana University","institution_ids":["https://openalex.org/I592451"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063129935"],"corresponding_institution_ids":["https://openalex.org/I592451"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.16257415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"5","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9968000054359436,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9653000235557556,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9613000154495239,"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/exascale-computing","display_name":"Exascale computing","score":0.8054007291793823},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7813535928726196},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6791611909866333},{"id":"https://openalex.org/keywords/von-neumann-architecture","display_name":"Von Neumann architecture","score":0.6606035828590393},{"id":"https://openalex.org/keywords/flops","display_name":"FLOPS","score":0.617999255657196},{"id":"https://openalex.org/keywords/petascale-computing","display_name":"Petascale computing","score":0.6121588945388794},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.543043851852417},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.48266223073005676},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4821155071258545},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4740355312824249},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.44467616081237793},{"id":"https://openalex.org/keywords/unconventional-computing","display_name":"Unconventional computing","score":0.4274469017982483},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3583320081233978},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.29772353172302246},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13210493326187134},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.08875775337219238}],"concepts":[{"id":"https://openalex.org/C2778837361","wikidata":"https://www.wikidata.org/wiki/Q2450880","display_name":"Exascale computing","level":3,"score":0.8054007291793823},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7813535928726196},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6791611909866333},{"id":"https://openalex.org/C80469333","wikidata":"https://www.wikidata.org/wiki/Q189088","display_name":"Von Neumann architecture","level":2,"score":0.6606035828590393},{"id":"https://openalex.org/C3826847","wikidata":"https://www.wikidata.org/wiki/Q188768","display_name":"FLOPS","level":2,"score":0.617999255657196},{"id":"https://openalex.org/C185410017","wikidata":"https://www.wikidata.org/wiki/Q7171778","display_name":"Petascale computing","level":3,"score":0.6121588945388794},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.543043851852417},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.48266223073005676},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4821155071258545},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4740355312824249},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.44467616081237793},{"id":"https://openalex.org/C23375383","wikidata":"https://www.wikidata.org/wiki/Q176499","display_name":"Unconventional computing","level":2,"score":0.4274469017982483},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3583320081233978},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.29772353172302246},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13210493326187134},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.08875775337219238},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.14529/jsfi180301","is_oa":true,"landing_page_url":"https://doi.org/10.14529/jsfi180301","pdf_url":null,"source":{"id":"https://openalex.org/S4210177204","display_name":"Supercomputing Frontiers and Innovations","issn_l":"2313-8734","issn":["2313-8734","2409-6008"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310312680","host_organization_name":"Publishing center of the South Ural State University","host_organization_lineage":["https://openalex.org/P4310312680"],"host_organization_lineage_names":["Publishing center of the South Ural State University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supercomputing Frontiers and Innovations","raw_type":"journal-article"},{"id":"pmh:oai:iu.tind.io:1377","is_oa":false,"landing_page_url":"http://superfri.org/superfri/article/download/188/301","pdf_url":null,"source":{"id":"https://openalex.org/S4306402656","display_name":"IUScholarWorks Open (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://iu.tind.io/record/1377","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.14529/jsfi180301","is_oa":true,"landing_page_url":"https://doi.org/10.14529/jsfi180301","pdf_url":null,"source":{"id":"https://openalex.org/S4210177204","display_name":"Supercomputing Frontiers and Innovations","issn_l":"2313-8734","issn":["2313-8734","2409-6008"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310312680","host_organization_name":"Publishing center of the South Ural State University","host_organization_lineage":["https://openalex.org/P4310312680"],"host_organization_lineage_names":["Publishing center of the South Ural State University"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Supercomputing Frontiers and Innovations","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2249929881","https://openalex.org/W1569809235","https://openalex.org/W2889207371","https://openalex.org/W114584783","https://openalex.org/W2140633567","https://openalex.org/W2076059631","https://openalex.org/W4247818568","https://openalex.org/W4289494037","https://openalex.org/W2894294941","https://openalex.org/W3042737680"],"abstract_inverted_index":{"The":[0,56],"end":[1],"of":[2,19,26,37,40,54,59,66,77,87,93,103,128,136],"Moore's":[3],"Law":[4],"is":[5,12,32,35,109,144],"a":[6,13,44,90,125,148,168,205],"cliche":[7],"that":[8,34,167,181],"none":[9],"the":[10,52,85,100,113,186,191],"less":[11],"hard":[14],"barrier":[15],"to":[16,49,51,73,146,210],"future":[17,92],"scaling":[18],"high":[20],"performance":[21,60,207],"computing":[22,178],"systems.":[23],"A":[24],"factor":[25],"about":[27],"4x":[28],"in":[29,151,190],"device":[30],"density":[31],"all":[33],"left":[36],"this":[38],"form":[39],"improved":[41],"throughput":[42],"with":[43,156,194],"5x":[45],"gain":[46],"required":[47],"just":[48],"get":[50],"milestone":[53,189],"exascale.":[55],"remaining":[57],"sources":[58],"improvement":[61],"are":[62,134],"better":[63,75,196],"delivered":[64],"efficiency":[65,159],"more":[67],"than":[68,139],"10x":[69],"and":[70,142,160,199],"alternative":[71],"architectures":[72,96],"make":[74],"use":[76],"chip":[78],"real":[79],"estate.":[80],"This":[81],"paper":[82],"will":[83,164,184,203],"discuss":[84],"set":[86,204],"principles":[88],"guiding":[89],"potential":[91],"non-von":[94],"Neumann":[95],"as":[97],"adopted":[98],"by":[99,112],"experimental":[101],"class":[102],"Continuum":[104],"Computer":[105],"Architecture":[106,116],"(CCA).":[107],"It":[108,163],"being":[110],"explored":[111],"Semantic":[114],"Memory":[115],"Research":[117],"Team":[118],"(SMART)":[119],"at":[120],"Indiana":[121],"University.":[122],"CCA":[123],"comprises":[124],"homogeneous":[126],"aggregation":[127],"cellular":[129],"components":[130],"(function":[131],"cells)":[132],"which":[133],"orders":[135],"magnitude":[137],"smaller":[138],"lightweight":[140],"cores":[141],"individually":[143],"unable":[145],"accomplish":[147],"computation":[149],"but":[150,201],"combination":[152],"can":[153],"do":[154],"so":[155],"extreme":[157],"cost":[158],"unprecedented":[161],"scalability.":[162],"be":[165],"seen":[166],"path":[169],"exists":[170],"based":[171],"on":[172],"such":[173],"unconventional":[174],"methods":[175],"like":[176],"neuromorphic":[177],"or":[179],"dataflow":[180],"not":[182],"only":[183],"meet":[185],"likely":[187],"exascale":[188],"same":[192],"time":[193],"much":[195],"power,":[197],"cost,":[198],"size":[200],"also":[202],"new":[206],"trajectory":[208],"leading":[209],"Zetaflops":[211],"capability":[212],"before":[213],"2030.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
