{"id":"https://openalex.org/W2053659711","doi":"https://doi.org/10.1145/2749246.2749253","title":"Lightweight Silent Data Corruption Detection Based on Runtime Data Analysis for HPC Applications","display_name":"Lightweight Silent Data Corruption Detection Based on Runtime Data Analysis for HPC Applications","publication_year":2015,"publication_date":"2015-06-08","ids":{"openalex":"https://openalex.org/W2053659711","doi":"https://doi.org/10.1145/2749246.2749253","mag":"2053659711"},"language":"en","primary_location":{"id":"doi:10.1145/2749246.2749253","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2749246.2749253","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2749253&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2749253&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044563928","display_name":"Eduardo Berrocal","orcid":"https://orcid.org/0000-0003-0570-7833"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eduardo Berrocal","raw_affiliation_strings":["Illinois Institute of Technology, Chicago, IL, USA","[Illinois Institute of Technology, Chicago, IL, USA.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"[Illinois Institute of Technology, Chicago, IL, USA.]","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013543252","display_name":"Leonardo Bautista-Gomez","orcid":"https://orcid.org/0000-0002-0814-5779"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leonardo Bautista-Gomez","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL, USA",", Argonne National Laboratory, Argonne, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":", Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103124363","display_name":"Sheng Di","orcid":"https://orcid.org/0000-0002-9935-5674"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheng Di","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL, USA",", Argonne National Laboratory, Argonne, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":", Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060400468","display_name":"Zhiling Lan","orcid":"https://orcid.org/0000-0002-1047-8724"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiling Lan","raw_affiliation_strings":["Illinois Institute of Technology, Chicago, IL, USA","[Illinois Institute of Technology, Chicago, IL, USA.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, Chicago, IL, USA","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"[Illinois Institute of Technology, Chicago, IL, USA.]","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046613458","display_name":"Franck Cappello","orcid":"https://orcid.org/0000-0002-7890-3934"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Franck Cappello","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL, USA",", Argonne National Laboratory, Argonne, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":", Argonne National Laboratory, Argonne, IL, USA","institution_ids":["https://openalex.org/I1282105669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":17.2854,"has_fulltext":true,"cited_by_count":68,"citation_normalized_percentile":{"value":0.99735503,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"275","last_page":"278"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.9994999766349792,"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/T11005","display_name":"Radiation Effects in Electronics","score":0.9994999766349792,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9986000061035156,"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":0.9984999895095825,"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/pointwise","display_name":"Pointwise","score":0.8079137802124023},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7617605924606323},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6949671506881714},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5297214388847351},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5195655822753906},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4936917722225189},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.45576322078704834},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3260733485221863},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13755887746810913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12265974283218384}],"concepts":[{"id":"https://openalex.org/C2777984123","wikidata":"https://www.wikidata.org/wiki/Q9248237","display_name":"Pointwise","level":2,"score":0.8079137802124023},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7617605924606323},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6949671506881714},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5297214388847351},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5195655822753906},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4936917722225189},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.45576322078704834},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3260733485221863},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13755887746810913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12265974283218384},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2749246.2749253","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2749246.2749253","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2749253&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.713.8932","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.713.8932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.iit.edu/%7Elan/publications/hpdc15_short_final.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/2749246.2749253","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2749246.2749253","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2749253&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.8199999928474426}],"awards":[{"id":"https://openalex.org/G102163711","display_name":null,"funder_award_id":"DE\u2010 AC02\u201006CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1055550527","display_name":null,"funder_award_id":"DE-AC02-06CH11357","funder_id":"https://openalex.org/F4320309626","funder_display_name":"University of Chicago"},{"id":"https://openalex.org/G2287611682","display_name":null,"funder_award_id":"AC02\u201006CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G2290905783","display_name":"SHF: CSR: Small: Toward Smart HPC through Active Learning and Intelligent Scheduling","funder_award_id":"1422009","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G262962599","display_name":null,"funder_award_id":"AC02\u201006CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3318903820","display_name":null,"funder_award_id":"DE-AC02-06CH11357","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G498139845","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G513797252","display_name":null,"funder_award_id":"DE-AC02\u201306CH11357","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5344902320","display_name":null,"funder_award_id":"CCF-1422009","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6025054359","display_name":"SHF: CSR: Small: A Cooperative Framework for Topology Awareness on Large-Scale Systems","funder_award_id":"1320125","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6848031779","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6918803902","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G7089799675","display_name":null,"funder_award_id":"CNS-1320125, CCF-1422009","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8639584206","display_name":null,"funder_award_id":"CNS-1320125","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G878601127","display_name":null,"funder_award_id":"DE-AC02-06CH11357","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G969889393","display_name":null,"funder_award_id":"DE-AC02-","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G993149817","display_name":null,"funder_award_id":"DE-AC02-06CH11357 ","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320309626","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28"},{"id":"https://openalex.org/F4320313934","display_name":"Institut national de recherche en informatique et en automatique (INRIA)","ror":"https://ror.org/02kvxyf05"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2053659711.pdf","grobid_xml":"https://content.openalex.org/works/W2053659711.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W655371981","https://openalex.org/W1526700165","https://openalex.org/W1981432246","https://openalex.org/W1988070283","https://openalex.org/W1989331073","https://openalex.org/W1993660990","https://openalex.org/W2030859425","https://openalex.org/W2032829177","https://openalex.org/W2083613288","https://openalex.org/W2104967192","https://openalex.org/W2116059696","https://openalex.org/W2116097016","https://openalex.org/W2118033476","https://openalex.org/W2120591095","https://openalex.org/W2125169487","https://openalex.org/W2128511938","https://openalex.org/W2135350810","https://openalex.org/W2171007672","https://openalex.org/W4233549502"],"related_works":["https://openalex.org/W143502885","https://openalex.org/W42113618","https://openalex.org/W2103468410","https://openalex.org/W2480115405","https://openalex.org/W3197542402","https://openalex.org/W1856228368","https://openalex.org/W2971527398","https://openalex.org/W1929207905","https://openalex.org/W1025150868","https://openalex.org/W1982146376"],"abstract_inverted_index":{"Next-generation":[0],"supercomputers":[1],"are":[2],"expected":[3,27,88],"to":[4,28,61,120,132],"have":[5],"more":[6],"components":[7],"and,":[8],"at":[9,65],"the":[10,21,32,49,52,66,83,86,91,108,126,129,137,141],"same":[11],"time,":[12],"consume":[13],"several":[14],"times":[15],"less":[16],"energy":[17],"per":[18],"operation.":[19],"Consequently,":[20],"number":[22,155],"of":[23,43,51,54,85,128,136,140,156],"soft":[24],"errors":[25,64],"is":[26],"increase":[29],"dramatically":[30],"in":[31,90,161],"coming":[33],"years.":[34],"In":[35,69],"this":[36,70],"respect,":[37],"techniques":[38],"that":[39,114],"leverage":[40],"certain":[41],"properties":[42],"iterative":[44],"HPC":[45],"applications":[46],"(such":[47],"as":[48],"smoothness":[50],"evolution":[53],"a":[55,74,101,153],"particular":[56],"dataset)":[57],"can":[58,117,151],"be":[59,118],"used":[60,119],"detect":[62,121,152],"silent":[63],"application":[67],"level.":[68],"paper,":[71],"we":[72,150],"present":[73],"pointwise":[75],"detection":[76],"model":[77],"with":[78,164],"two":[79],"phases:":[80],"one":[81],"involving":[82],"prediction":[84],"next":[87],"value":[89,105],"time":[92],"series":[93],"for":[94],"each":[95],"data":[96,130],"point,":[97],"and":[98,124,168],"another":[99],"determining":[100],"range":[102],"(i.e.,":[103,158],"normal":[104],"interval)":[106],"surrounding":[107],"predicted":[109],"next-step":[110],"value.":[111],"We":[112],"show":[113,145],"dataset":[115],"correlation":[116],"corruptions":[122,157],"indirectly":[123],"limit":[125],"size":[127],"set":[131],"monitor,":[133],"taking":[134],"advantage":[135],"underlying":[138],"physics":[139],"simulation.":[142],"Our":[143],"results":[144],"that,":[146],"using":[147],"our":[148],"techniques,":[149],"large":[154],"above":[159],"90%":[160],"some":[162],"cases)":[163],"84%":[165],"memory":[166],"overhead,":[167],"13.75%":[169],"extra":[170],"computation":[171],"time.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}