{"id":"https://openalex.org/W4396594894","doi":"https://doi.org/10.1109/tdsc.2024.3396166","title":"FALL: Prior Failure Detection in Large Scale System Based on Language Model","display_name":"FALL: Prior Failure Detection in Large Scale System Based on Language Model","publication_year":2024,"publication_date":"2024-05-02","ids":{"openalex":"https://openalex.org/W4396594894","doi":"https://doi.org/10.1109/tdsc.2024.3396166"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2024.3396166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3396166","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-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/A5101713073","display_name":"Jae\u2010Yoon Jeong","orcid":"https://orcid.org/0000-0002-6822-8189"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jaeyoon Jeong","raw_affiliation_strings":["School of Industrial and Management Engineering, Korea University, Seoul, South Korea","School of Industrial and Management Engineering, Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054709371","display_name":"Insung Baek","orcid":"https://orcid.org/0000-0002-6764-5028"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Insung Baek","raw_affiliation_strings":["School of Industrial and Management Engineering, Korea University, Seoul, South Korea","School of Industrial and Management Engineering, Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5096170156","display_name":"Byungwoo Bang","orcid":"https://orcid.org/0009-0003-2858-2583"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byungwoo Bang","raw_affiliation_strings":["Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, South Korea","Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, South Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014460477","display_name":"Junyeon Lee","orcid":"https://orcid.org/0009-0005-6147-0588"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junyeon Lee","raw_affiliation_strings":["Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, South Korea","Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, South Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5096084993","display_name":"Uiseok Song","orcid":"https://orcid.org/0009-0007-5911-4087"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Uiseok Song","raw_affiliation_strings":["Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, South Korea","Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, South Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"Samsung Advanced Institute of Technology, Samsung Electronics Company Ltd., Suwon, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058258354","display_name":"Seoung Bum Kim","orcid":"https://orcid.org/0000-0002-2205-8516"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seoung Bum Kim","raw_affiliation_strings":["School of Industrial and Management Engineering, Korea University, Seoul, South Korea","School of Industrial and Management Engineering, Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"School of Industrial and Management Engineering, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101713073"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":2.2229,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87995863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"279","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9710000157356262,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9710000157356262,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9559000134468079,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/scale","display_name":"Scale (ratio)","score":0.5709204077720642},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.459931880235672},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3909355700016022},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.34743398427963257},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2377888262271881},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1966876983642578},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.14274823665618896}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5709204077720642},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.459931880235672},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3909355700016022},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.34743398427963257},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2377888262271881},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1966876983642578},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.14274823665618896}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2024.3396166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3396166","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1493526108","https://openalex.org/W1584278023","https://openalex.org/W1975739575","https://openalex.org/W1983444731","https://openalex.org/W2001495258","https://openalex.org/W2056234582","https://openalex.org/W2064675550","https://openalex.org/W2105497548","https://openalex.org/W2107263349","https://openalex.org/W2116335710","https://openalex.org/W2119018856","https://openalex.org/W2131904035","https://openalex.org/W2142889610","https://openalex.org/W2154322090","https://openalex.org/W2250539671","https://openalex.org/W2296719434","https://openalex.org/W2306944593","https://openalex.org/W2318549902","https://openalex.org/W2493916176","https://openalex.org/W2535642622","https://openalex.org/W2585367509","https://openalex.org/W2607241962","https://openalex.org/W2622411536","https://openalex.org/W2757703774","https://openalex.org/W2801591943","https://openalex.org/W2808242862","https://openalex.org/W2942275892","https://openalex.org/W2949972936","https://openalex.org/W2963918774","https://openalex.org/W3043599974","https://openalex.org/W3095840026","https://openalex.org/W3127712067","https://openalex.org/W3171636201","https://openalex.org/W3214576000","https://openalex.org/W4226065059","https://openalex.org/W4282967811","https://openalex.org/W4286373840","https://openalex.org/W4385605314","https://openalex.org/W4388212317","https://openalex.org/W6605354096","https://openalex.org/W6640212811","https://openalex.org/W6685053522","https://openalex.org/W6696501212","https://openalex.org/W6712994927","https://openalex.org/W6751494907","https://openalex.org/W6771917389"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W4395014643","https://openalex.org/W4391913857","https://openalex.org/W2350741829"],"abstract_inverted_index":{"As":[0],"the":[1,11,16,24,46,105,118,147,161,169,191],"scale":[2],"of":[3,13,26,120,142,163],"high-performance":[4],"computing":[5],"systems":[6,111,188],"(HPC)":[7],"continues":[8],"to":[9,59,86],"expand,":[10],"frequency":[12],"failures":[14,61],"within":[15],"system":[17,47],"also":[18],"increases.":[19],"The":[20,123,138,178],"follow-up":[21],"steps":[22],"in":[23,41,62,89,109,196],"event":[25],"a":[27],"failure":[28,107,198],"are":[29,35],"necessary":[30],"because":[31],"efficient":[32],"prevention":[33],"measures":[34],"absent.":[36],"These":[37],"actions,":[38],"however,":[39],"result":[40],"decreased":[42],"operating":[43],"efficiency":[44],"as":[45,78,128],"normalizes.":[48],"To":[49],"solve":[50],"this":[51,101],"problem,":[52],"recent":[53],"research":[54],"has":[55],"utilized":[56],"deep":[57],"learning":[58],"predict":[60],"advance":[63],"by":[64,159],"examining":[65],"log":[66,72,76,90,97,121,126,155,164,182],"messages.":[67,122,156],"One":[68],"common":[69],"method":[70],"uses":[71,125,133],"ID":[73],"extracted":[74],"from":[75,181,184],"messages":[77,91,127,165],"input":[79],"data.":[80],"However,":[81],"these":[82],"methods":[83],"could":[84],"lead":[85],"information":[87],"loss":[88],"and":[92,131,153],"may":[93],"not":[94],"accurately":[95],"capture":[96],"message":[98],"properties.":[99],"In":[100,157],"study,":[102],"we":[103],"propose":[104],"prior":[106],"detection":[108],"large-scale":[110],"using":[112],"language":[113],"models":[114],"(FALL)":[115],"that":[116,190],"reflects":[117],"properties":[119],"FALL":[124,139,170,192],"text":[129],"data":[130,135,183],"only":[132,172],"normal":[134,152],"for":[136,175],"training.":[137],"makes":[140],"use":[141],"sharpening,":[143],"which":[144],"concentrates":[145],"on":[146],"minimal":[148],"lexical":[149],"change":[150],"between":[151],"abnormal":[154],"addition,":[158],"leveraging":[160],"characteristics":[162],"with":[166],"limited":[167],"vocabularies,":[168],"utilizes":[171],"some":[173],"tokens":[174],"anomaly":[176],"detection.":[177,199],"experiments'":[179],"results":[180],"real":[185],"industry-based":[186],"HPC":[187],"show":[189],"achieves":[193],"superior":[194],"performance":[195],"early":[197]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}
