{"id":"https://openalex.org/W4409133374","doi":"https://doi.org/10.1109/hpec62836.2024.10938472","title":"Investigating Resilience of Loops in HPC Programs: A Semantic Approach with LLMs","display_name":"Investigating Resilience of Loops in HPC Programs: A Semantic Approach with LLMs","publication_year":2024,"publication_date":"2024-09-23","ids":{"openalex":"https://openalex.org/W4409133374","doi":"https://doi.org/10.1109/hpec62836.2024.10938472"},"language":"en","primary_location":{"id":"doi:10.1109/hpec62836.2024.10938472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec62836.2024.10938472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101415568","display_name":"Hailong Jiang","orcid":"https://orcid.org/0000-0003-3246-7177"},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hailong Jiang","raw_affiliation_strings":["Kent State University,Department of Computer Science,Kent,OH,USA"],"affiliations":[{"raw_affiliation_string":"Kent State University,Department of Computer Science,Kent,OH,USA","institution_ids":["https://openalex.org/I149910238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102891205","display_name":"Jianfeng Zhu","orcid":"https://orcid.org/0000-0002-0485-8034"},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianfeng Zhu","raw_affiliation_strings":["Kent State University,Department of Computer Science,Kent,OH,USA"],"affiliations":[{"raw_affiliation_string":"Kent State University,Department of Computer Science,Kent,OH,USA","institution_ids":["https://openalex.org/I149910238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101558676","display_name":"Bo Fang","orcid":"https://orcid.org/0009-0003-3847-5765"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Fang","raw_affiliation_strings":["Pacific Northwest National Laboratory,Richland,WA,USA"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory,Richland,WA,USA","institution_ids":["https://openalex.org/I142606810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100408351","display_name":"Chao Chen","orcid":"https://orcid.org/0000-0002-4353-3283"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chao Chen","raw_affiliation_strings":["Intel Corporation,Santa Clara,CA,USA"],"affiliations":[{"raw_affiliation_string":"Intel Corporation,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102787759","display_name":"Qiang Guan","orcid":"https://orcid.org/0000-0002-3804-8945"},"institutions":[{"id":"https://openalex.org/I149910238","display_name":"Kent State University","ror":"https://ror.org/049pfb863","country_code":"US","type":"education","lineage":["https://openalex.org/I149910238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiang Guan","raw_affiliation_strings":["Kent State University,Department of Computer Science,Kent,OH,USA"],"affiliations":[{"raw_affiliation_string":"Kent State University,Department of Computer Science,Kent,OH,USA","institution_ids":["https://openalex.org/I149910238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101415568"],"corresponding_institution_ids":["https://openalex.org/I149910238"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33255735,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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":0.9914000034332275,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6822021007537842},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6186607480049133},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.07420718669891357}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6822021007537842},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6186607480049133},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.07420718669891357},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpec62836.2024.10938472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpec62836.2024.10938472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE High Performance Extreme Computing Conference (HPEC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G7319007223","display_name":null,"funder_award_id":"2217104,2212465","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W255480450","https://openalex.org/W1965936844","https://openalex.org/W1978887233","https://openalex.org/W1986905947","https://openalex.org/W1999317392","https://openalex.org/W2022020111","https://openalex.org/W2027716782","https://openalex.org/W2061887253","https://openalex.org/W2080592089","https://openalex.org/W2099569658","https://openalex.org/W2112121929","https://openalex.org/W2123768693","https://openalex.org/W2130604611","https://openalex.org/W2132362854","https://openalex.org/W2174937805","https://openalex.org/W2529578574","https://openalex.org/W2612733213","https://openalex.org/W2735162286","https://openalex.org/W2765159972","https://openalex.org/W2767694495","https://openalex.org/W2883034956","https://openalex.org/W2995872593","https://openalex.org/W3008756550","https://openalex.org/W3046529062","https://openalex.org/W3130004149","https://openalex.org/W3201073812","https://openalex.org/W4233556486","https://openalex.org/W4388581500","https://openalex.org/W4390067028","https://openalex.org/W4391670496","https://openalex.org/W4405786892","https://openalex.org/W6643510916","https://openalex.org/W6678286823","https://openalex.org/W6846717338","https://openalex.org/W6851931760","https://openalex.org/W6852694225","https://openalex.org/W6853415988","https://openalex.org/W6855897585","https://openalex.org/W6861993974","https://openalex.org/W6862267829","https://openalex.org/W6863742916","https://openalex.org/W6996186294"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Transient":[0],"hardware":[1],"faults,":[2],"resulting":[3],"from":[4],"particle":[5],"strikes,":[6],"are":[7,58],"significant":[8],"concerns":[9],"in":[10,103,139],"HighPerformance":[11],"Computing":[12],"(HPC)":[13],"systems.":[14],"As":[15],"these":[16,36,128],"systems":[17],"scale,":[18],"the":[19,51,72,97,101,133,140],"likelihood":[20],"of":[21,35,53,75,100,127,135,142],"soft":[22],"errors":[23],"rises.":[24],"Traditional":[25],"methods":[26],"like":[27],"Error-Correcting":[28],"Codes":[29],"(ECCs)":[30],"and":[31,62,86,111,121],"checkpointing":[32],"address":[33],"many":[34],"errors,":[37],"but":[38],"some":[39],"evade":[40],"detection,":[41],"leading":[42],"to":[43,82,95],"silent":[44],"data":[45],"corruptions":[46],"(SDCs).":[47],"This":[48],"paper":[49],"evaluates":[50],"resilience":[52],"HPC":[54,145],"program":[55],"loops,":[56],"which":[57],"crucial":[59],"for":[60,115,124],"performance":[61],"error":[63],"handling,":[64],"by":[65],"analyzing":[66],"their":[67,119],"computational":[68],"patterns,":[69],"known":[70],"as":[71],"thirteen":[73],"dwarfs":[74,102],"parallelism.":[76],"We":[77],"employ":[78],"fault":[79],"injection":[80],"techniques":[81],"quantify":[83],"SDC":[84],"rates":[85],"utilize":[87],"Large":[88],"Language":[89],"Models":[90],"(LLMs)":[91],"with":[92],"prompt":[93],"engineering":[94],"identify":[96],"loop":[98,113,136],"semantics":[99],"real":[104],"source":[105],"code.":[106],"Our":[107],"contributions":[108],"include":[109],"defining":[110],"summarizing":[112],"patterns":[114],"each":[116],"dwarf,":[117],"quantifying":[118],"resilience,":[120,137],"leveraging":[122],"LLMs":[123],"precise":[125],"identification":[126],"patterns.":[129],"These":[130],"insights":[131],"enhance":[132],"understanding":[134],"aiding":[138],"development":[141],"more":[143],"resilient":[144],"applications.":[146]},"counts_by_year":[],"updated_date":"2026-03-04T07:04:00.330322","created_date":"2025-10-10T00:00:00"}