{"id":"https://openalex.org/W2093613505","doi":"https://doi.org/10.1109/ldav.2011.6092318","title":"Evaluating the benefits of an extended memory hierarchy for parallel streamline algorithms","display_name":"Evaluating the benefits of an extended memory hierarchy for parallel streamline algorithms","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W2093613505","doi":"https://doi.org/10.1109/ldav.2011.6092318","mag":"2093613505"},"language":"en","primary_location":{"id":"doi:10.1109/ldav.2011.6092318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ldav.2011.6092318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Large Data Analysis and Visualization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1275225","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007292294","display_name":"David Camp","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]},{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"David Camp","raw_affiliation_strings":["Lawrence Berkeley National Laboratory and Department of Computer Science, University of California, Davis, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory and Department of Computer Science, University of California, Davis, USA","institution_ids":["https://openalex.org/I148283060","https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015951381","display_name":"Hank Childs","orcid":"https://orcid.org/0000-0001-5816-1892"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hank Childs","raw_affiliation_strings":["Lawrence Berkeley National Laboratory and Department of Computer Science, University of California, Davis, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory and Department of Computer Science, University of California, Davis, USA","institution_ids":["https://openalex.org/I148283060","https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110532801","display_name":"Amit Chourasia","orcid":null},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]},{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit Chourasia","raw_affiliation_strings":["San Diego SupercomputerCenter, University of California, SanDiego, USA","San Diego Supercomputer Center, University of California, USA"],"affiliations":[{"raw_affiliation_string":"San Diego SupercomputerCenter, University of California, SanDiego, USA","institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"]},{"raw_affiliation_string":"San Diego Supercomputer Center, University of California, USA","institution_ids":["https://openalex.org/I181653535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071898071","display_name":"Christoph Garth","orcid":"https://orcid.org/0000-0003-1669-8549"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christoph Garth","raw_affiliation_strings":["Department of Computer Science, University of California, Davis, USA","Department of Computer Science, University of California, Davis, USA,"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Davis, USA","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"Department of Computer Science, University of California, Davis, USA,","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114031893","display_name":"Kenneth I. Joy","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth I. Joy","raw_affiliation_strings":["Department of Computer Science, University of California, Davis, USA","Department of Computer Science, University of California, Davis, USA,"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Davis, USA","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"Department of Computer Science, University of California, Davis, USA,","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007292294"],"corresponding_institution_ids":["https://openalex.org/I148283060","https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":4.0657,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93878039,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":1.0,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9980999827384949,"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":0.993399977684021,"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":0.8800299167633057},{"id":"https://openalex.org/keywords/memory-hierarchy","display_name":"Memory hierarchy","score":0.8097977042198181},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.6092853546142578},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5546784996986389},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5375250577926636},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.4598797559738159},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.44069021940231323},{"id":"https://openalex.org/keywords/auxiliary-memory","display_name":"Auxiliary memory","score":0.4334108829498291},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.4246242344379425},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4132333993911743},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37399348616600037},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.15189531445503235},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12955772876739502},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.12772810459136963}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8800299167633057},{"id":"https://openalex.org/C2778100165","wikidata":"https://www.wikidata.org/wiki/Q1589327","display_name":"Memory hierarchy","level":3,"score":0.8097977042198181},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.6092853546142578},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5546784996986389},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5375250577926636},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.4598797559738159},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.44069021940231323},{"id":"https://openalex.org/C82687282","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Auxiliary memory","level":2,"score":0.4334108829498291},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.4246242344379425},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4132333993911743},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37399348616600037},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.15189531445503235},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12955772876739502},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.12772810459136963},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ldav.2011.6092318","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ldav.2011.6092318","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE Symposium on Large Data Analysis and Visualization","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:1275225","is_oa":true,"landing_page_url":"https://zenodo.org/record/1275225","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1275225","is_oa":true,"landing_page_url":"https://zenodo.org/record/1275225","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W116799977","https://openalex.org/W1500375250","https://openalex.org/W1607086020","https://openalex.org/W1725558581","https://openalex.org/W1999377222","https://openalex.org/W2008968423","https://openalex.org/W2011483870","https://openalex.org/W2018338139","https://openalex.org/W2023324863","https://openalex.org/W2030218879","https://openalex.org/W2105975314","https://openalex.org/W2112066591","https://openalex.org/W2114689182","https://openalex.org/W2114844286","https://openalex.org/W2120573711","https://openalex.org/W2124199658","https://openalex.org/W2125082736","https://openalex.org/W2126846369","https://openalex.org/W2131645490","https://openalex.org/W2132029508","https://openalex.org/W2132285299","https://openalex.org/W2135522290","https://openalex.org/W2139892394","https://openalex.org/W2144878103","https://openalex.org/W2164042211","https://openalex.org/W2166303794","https://openalex.org/W2963163331","https://openalex.org/W3098386904","https://openalex.org/W3137642018","https://openalex.org/W4232802721","https://openalex.org/W4240800212","https://openalex.org/W4285719527","https://openalex.org/W6604753715","https://openalex.org/W6679471073"],"related_works":["https://openalex.org/W3179328532","https://openalex.org/W1971123707","https://openalex.org/W2072336782","https://openalex.org/W2735130281","https://openalex.org/W2041762692","https://openalex.org/W1990309876","https://openalex.org/W2159725480","https://openalex.org/W266521192","https://openalex.org/W79990711","https://openalex.org/W2038204502"],"abstract_inverted_index":{"The":[0],"increasing":[1],"cost":[2],"of":[3,102,130],"achieving":[4],"sufficient":[5],"I/O":[6,19],"bandwidth":[7],"for":[8,33,60],"high":[9],"end":[10],"supercomputers":[11],"is":[12],"leading":[13],"to":[14,54],"architectural":[15],"evolutions":[16],"in":[17,91],"the":[18,55,83,89,100,119,127,134,151],"subsystem":[20],"space.":[21],"Currently":[22],"popular":[23],"designs":[24],"create":[25],"a":[26,103,131],"staging":[27],"area":[28],"on":[29,133],"each":[30],"compute":[31],"node":[32],"data":[34,84,90,111],"output":[35],"via":[36],"solid":[37],"state":[38],"drives":[39],"(SSDs),":[40],"local":[41],"hard":[42,140],"drives,":[43],"or":[44,139],"both.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49],"investigate":[50],"whether":[51],"these":[52],"extensions":[53],"memory":[56,105],"hierarchy,":[57],"primarily":[58],"intended":[59],"computer":[61],"simulations":[62],"that":[63,73,81,109],"produce":[64],"data,":[65],"can":[66,94,122,154],"also":[67],"benefit":[68,98],"visualization":[69],"and":[70,87,149],"analysis":[71],"programs":[72],"consume":[74],"data.":[75],"Some":[76],"algorithms,":[77],"such":[78,144],"as":[79],"those":[80],"read":[82,110,129],"only":[85],"once":[86],"store":[88],"primary":[92],"memory,":[93],"not":[95],"draw":[96],"obvious":[97],"from":[99,113],"presence":[101],"deeper":[104],"hierarchy.":[106],"However,":[107],"algorithms":[108],"repeatedly":[112],"disk":[114],"are":[115],"excellent":[116],"candidates,":[117],"since":[118],"repeated":[120],"reads":[121],"be":[123],"accelerated":[124],"by":[125],"caching":[126],"first":[128],"block":[132],"new":[135],"resources":[136],"(i.e.":[137],"SSDs":[138],"drives).":[141],"We":[142],"study":[143],"an":[145],"algorithm,":[146],"streamline":[147],"computation,":[148],"quantify":[150],"benefits":[152],"it":[153],"derive.":[155]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":7}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}