{"id":"https://openalex.org/W2253950291","doi":"https://doi.org/10.1145/2809778","title":"Validating the Simulation of Large-Scale Parallel Applications Using Statistical Characteristics","display_name":"Validating the Simulation of Large-Scale Parallel Applications Using Statistical Characteristics","publication_year":2016,"publication_date":"2016-02-12","ids":{"openalex":"https://openalex.org/W2253950291","doi":"https://doi.org/10.1145/2809778","mag":"2253950291"},"language":"en","primary_location":{"id":"doi:10.1145/2809778","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2809778","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2809778&type=pdf","source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"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 Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2809778&type=pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088491632","display_name":"Deli Zhang","orcid":"https://orcid.org/0000-0002-8891-9665"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Deli Zhang","raw_affiliation_strings":["University of Central Florida, Orlando, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Florida, Orlando, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065804395","display_name":"Jeremiah J Wilke","orcid":null},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeremiah Wilke","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030571366","display_name":"Gilbert Hendry","orcid":null},"institutions":[{"id":"https://openalex.org/I192454743","display_name":"Sandia National Laboratories California","ror":"https://ror.org/058m7ey48","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1330989302","https://openalex.org/I192454743","https://openalex.org/I198811213","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gilbert Hendry","raw_affiliation_strings":["Sandia National Laboratories, Livermore, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sandia National Laboratories, Livermore, CA","institution_ids":["https://openalex.org/I192454743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006132411","display_name":"Damian Dechev","orcid":"https://orcid.org/0000-0002-0569-3403"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]},{"id":"https://openalex.org/I4210104735","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210104735"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Damian Dechev","raw_affiliation_strings":["University of Central Florida, Sandia National Laboratories, Orlando, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Florida, Sandia National Laboratories, Orlando, USA","institution_ids":["https://openalex.org/I106165777","https://openalex.org/I4210104735"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088491632"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":null,"apc_paid":null,"fwci":0.3203,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54356733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1","issue":"1","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9983000159263611,"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":0.8289312124252319},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7764576077461243},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.7262741327285767},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5839136838912964},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5787214040756226},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5420935153961182},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.4781690239906311},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47809621691703796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3496001958847046},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.34632688760757446},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08766669034957886}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8289312124252319},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7764576077461243},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.7262741327285767},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5839136838912964},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5787214040756226},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5420935153961182},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.4781690239906311},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47809621691703796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3496001958847046},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.34632688760757446},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08766669034957886},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2809778","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2809778","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2809778&type=pdf","source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"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 Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-3491","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/2492","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"},{"id":"pmh:oai:osti.gov:1333867","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1333867","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1145/2809778","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2809778","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2809778&type=pdf","source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"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 Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3017597143","display_name":null,"funder_award_id":"DE-AC04-94AL85000","funder_id":"https://openalex.org/F4320338291","funder_display_name":"Sandia National Laboratories"},{"id":"https://openalex.org/G5827802491","display_name":null,"funder_award_id":"DE-AC04-94AL85000","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G7318852158","display_name":null,"funder_award_id":"AC04-94AL85000","funder_id":"https://openalex.org/F4320338291","funder_display_name":"Sandia National Laboratories"},{"id":"https://openalex.org/G8456466421","display_name":null,"funder_award_id":"AC04-94AL85000","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320338291","display_name":"Sandia National Laboratories","ror":"https://ror.org/01apwpt12"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2253950291.pdf","grobid_xml":"https://content.openalex.org/works/W2253950291.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W2754543","https://openalex.org/W143550242","https://openalex.org/W207051584","https://openalex.org/W1494136798","https://openalex.org/W1517304607","https://openalex.org/W1570437034","https://openalex.org/W1631513913","https://openalex.org/W1948591071","https://openalex.org/W1986490710","https://openalex.org/W1986875426","https://openalex.org/W2001830748","https://openalex.org/W2026532005","https://openalex.org/W2029023406","https://openalex.org/W2033296651","https://openalex.org/W2036337911","https://openalex.org/W2056688269","https://openalex.org/W2057218453","https://openalex.org/W2079351667","https://openalex.org/W2087094132","https://openalex.org/W2105605904","https://openalex.org/W2107749816","https://openalex.org/W2111693532","https://openalex.org/W2113429857","https://openalex.org/W2113781114","https://openalex.org/W2116856633","https://openalex.org/W2123892206","https://openalex.org/W2134839001","https://openalex.org/W2136434791","https://openalex.org/W2136492259","https://openalex.org/W2150412589","https://openalex.org/W2152419477","https://openalex.org/W2152886061","https://openalex.org/W2165224527","https://openalex.org/W2166301347","https://openalex.org/W2171076931","https://openalex.org/W2345095037","https://openalex.org/W4233358539","https://openalex.org/W4238398118","https://openalex.org/W4239248483","https://openalex.org/W4245845567"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W1592799665","https://openalex.org/W2048582679","https://openalex.org/W2782226720","https://openalex.org/W3155846967"],"abstract_inverted_index":{"Simulation":[0],"is":[1,20,133],"a":[2,27,48,53,70,99,102],"widely":[3],"adopted":[4],"method":[5],"to":[6,80,137,140,159],"analyze":[7],"and":[8,42,101,108,165],"predict":[9],"the":[10,17,36,40,43,74,81,134,148,166,177],"performance":[11,130],"of":[12,30,47,83],"large-scale":[13],"parallel":[14],"applications.":[15],"Validating":[16],"hardware":[18,107],"model":[19],"highly":[21],"important":[22],"for":[23,104],"complex":[24],"simulations":[25],"with":[26],"large":[28],"number":[29],"parameters.":[31],"Common":[32],"practice":[33],"involves":[34],"calculating":[35],"percent":[37],"error":[38],"between":[39],"projected":[41],"real":[44],"execution":[45,119,163],"time":[46],"benchmark":[49],"program.":[50],"However,":[51],"in":[52,91,127,155],"high-dimensional":[54],"parameter":[55,63],"space,":[56],"this":[57,95,132],"coarse-grained":[58],"approach":[59,76,151],"often":[60],"suffers":[61],"from":[62,118],"insensitivity,":[64],"which":[65],"may":[66],"not":[67],"be":[68,78],"known":[69],"priori":[71],".":[72],"Moreover,":[73],"traditional":[75],"cannot":[77],"applied":[79],"validation":[82],"software":[84,109],"models,":[85],"such":[86],"as":[87,170],"application":[88],"skeletons":[89],"used":[90,126],"online":[92],"simulations.":[93],"In":[94],"work,":[96],"we":[97],"present":[98],"methodology":[100],"toolset":[103],"validating":[105],"both":[106],"models":[110],"by":[111],"quantitatively":[112],"comparing":[113],"fine-grained":[114],"statistical":[115,122],"characteristics":[116],"obtained":[117],"traces.":[120],"Although":[121],"information":[123],"has":[124],"been":[125],"tasks":[128],"like":[129],"optimization,":[131],"first":[135],"attempt":[136],"apply":[138],"it":[139],"simulation":[141,178],"validation.":[142],"Our":[143],"experimental":[144],"results":[145],"show":[146],"that":[147,173],"proposed":[149,167],"evaluation":[150,160],"offers":[152],"significant":[153],"improvement":[154],"fidelity":[156],"when":[157],"compared":[158],"using":[161],"total":[162],"time,":[164],"metrics":[168],"serve":[169],"reliable":[171],"criteria":[172],"progress":[174],"toward":[175],"automating":[176],"tuning":[179],"process.":[180]},"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
