{"id":"https://openalex.org/W3043516783","doi":"https://doi.org/10.1109/rivf48685.2020.9140785","title":"Measurements of errors in large-scale computational simulations at runtime","display_name":"Measurements of errors in large-scale computational simulations at runtime","publication_year":2020,"publication_date":"2020-07-15","ids":{"openalex":"https://openalex.org/W3043516783","doi":"https://doi.org/10.1109/rivf48685.2020.9140785","mag":"3043516783"},"language":"en","primary_location":{"id":"doi:10.1109/rivf48685.2020.9140785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf48685.2020.9140785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 RIVF International Conference on Computing and Communication Technologies (RIVF)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006961965","display_name":"Minh Ngoc Dinh","orcid":"https://orcid.org/0000-0003-4026-6068"},"institutions":[{"id":"https://openalex.org/I157358134","display_name":"RMIT Vietnam","ror":"https://ror.org/004axh929","country_code":"VN","type":"education","lineage":["https://openalex.org/I157358134","https://openalex.org/I82951845"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Minh Ngoc Dinh","raw_affiliation_strings":["School of Science and Technology, RMIT University Vietnam, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"School of Science and Technology, RMIT University Vietnam, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I157358134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100691792","display_name":"Quang Nguyen","orcid":"https://orcid.org/0000-0002-4890-0310"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Quang Minh Nguyen","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006961965"],"corresponding_institution_ids":["https://openalex.org/I157358134"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09803585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"66","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9975000023841858,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9972000122070312,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.993399977684021,"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/correctness","display_name":"Correctness","score":0.8333083391189575},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7699954509735107},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5997083783149719},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5457666516304016},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4633283019065857},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3647696077823639},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.360627144575119},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3597603440284729},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19741135835647583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12940144538879395}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8333083391189575},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7699954509735107},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5997083783149719},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5457666516304016},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4633283019065857},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3647696077823639},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.360627144575119},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3597603440284729},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19741135835647583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12940144538879395},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/rivf48685.2020.9140785","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf48685.2020.9140785","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 RIVF International Conference on Computing and Communication Technologies (RIVF)","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.61RMIT_INST:11273008900001341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/RIVF48685.2020.9140785","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:figshare.com:article/27590166","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/27590166","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W87551226","https://openalex.org/W1498282191","https://openalex.org/W1982366717","https://openalex.org/W2000305036","https://openalex.org/W2019465613","https://openalex.org/W2040157033","https://openalex.org/W2048092465","https://openalex.org/W2053586235","https://openalex.org/W2150800446","https://openalex.org/W2163380389","https://openalex.org/W2163808566","https://openalex.org/W2405961630","https://openalex.org/W4251428492","https://openalex.org/W6662878164"],"related_works":["https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W4241418540","https://openalex.org/W2018477250","https://openalex.org/W3119814709","https://openalex.org/W1508895727","https://openalex.org/W2725786787","https://openalex.org/W1875930651","https://openalex.org/W1604988569"],"abstract_inverted_index":{"Verification":[0],"of":[1,36,57,69,96],"simulation":[2,8,85,122],"codes":[3,28],"often":[4,33],"involves":[5],"comparing":[6],"the":[7,55,67,74,78,100,107,112],"output":[9],"behavior":[10],"to":[11],"a":[12,50,82,129],"known":[13],"model":[14],"using":[15,60],"graphical":[16],"displays":[17],"or":[18],"statistical":[19,51],"tests.":[20],"Such":[21],"process":[22],"is":[23],"challenging":[24],"for":[25,53],"large-scale":[26,58],"scientific":[27],"at":[29],"runtime":[30,62,79],"because":[31],"they":[32],"involve":[34],"thousands":[35],"processes,":[37],"and":[38,72,87,106,115],"generate":[39],"very":[40],"large":[41],"data":[42],"structures.":[43],"In":[44],"our":[45],"earlier":[46],"work,":[47],"we":[48],"proposed":[49],"framework":[52],"testing":[54],"correctness":[56],"applications":[59],"their":[61],"data.":[63],"This":[64],"paper":[65,92],"studies":[66],"concept":[68],"`distribution":[70],"distance'":[71],"establishes":[73],"requirements":[75],"in":[76],"measuring":[77],"differences":[80],"between":[81],"verified":[83],"stochastic":[84],"system":[86],"its":[88,117],"larger-scale":[89],"counterpart.":[90],"The":[91],"discusses":[93],"two":[94,120],"types":[95],"distribution":[97],"distance":[98,105],"including":[99],"\u03c7":[101],"<sup":[102],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[103],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[104],"histogram":[108],"distance.":[109],"We":[110],"prototype":[111],"verification":[113],"methodology":[114],"evaluate":[116],"performance":[118],"on":[119,128],"production":[121],"programs.":[123],"All":[124],"experiments":[125],"were":[126],"conducted":[127],"20,000-core":[130],"Cray":[131],"XE6.":[132]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
