{"id":"https://openalex.org/W4404564849","doi":"https://doi.org/10.1109/dft63277.2024.10753541","title":"Special Session: In-Field ML-Assisted Intermittent Fault Localization and Management in RISC-V SoCs","display_name":"Special Session: In-Field ML-Assisted Intermittent Fault Localization and Management in RISC-V SoCs","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4404564849","doi":"https://doi.org/10.1109/dft63277.2024.10753541"},"language":"en","primary_location":{"id":"doi:10.1109/dft63277.2024.10753541","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dft63277.2024.10753541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.19443945","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056469362","display_name":"Hardi Selg","orcid":"https://orcid.org/0000-0002-8031-3685"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":true,"raw_author_name":"Hardi Selg","raw_affiliation_strings":["Tallinn University of Technology,Department of Computer Systems,Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology,Department of Computer Systems,Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028380153","display_name":"Konstantin Shibin","orcid":"https://orcid.org/0000-0002-8041-1779"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Konstantin Shibin","raw_affiliation_strings":["Tallinn University of Technology,Department of Computer Systems,Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology,Department of Computer Systems,Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045334611","display_name":"Anton T\u0161ertov","orcid":"https://orcid.org/0000-0003-4084-7313"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Anton Tsertov","raw_affiliation_strings":["Tallinn University of Technology,Department of Computer Systems,Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology,Department of Computer Systems,Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059391257","display_name":"Maksim Jenihhin","orcid":"https://orcid.org/0000-0001-8165-9592"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Maksim Jenihhin","raw_affiliation_strings":["Tallinn University of Technology,Department of Computer Systems,Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology,Department of Computer Systems,Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085157503","display_name":"Peeter Ellervee","orcid":"https://orcid.org/0000-0002-0745-6743"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Peeter Ellervee","raw_affiliation_strings":["Tallinn University of Technology,Department of Computer Systems,Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology,Department of Computer Systems,Estonia","institution_ids":["https://openalex.org/I111112146"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010286547","display_name":"Jaan Raik","orcid":"https://orcid.org/0000-0001-8113-020X"},"institutions":[{"id":"https://openalex.org/I111112146","display_name":"Tallinn University of Technology","ror":"https://ror.org/0443cwa12","country_code":"EE","type":"education","lineage":["https://openalex.org/I111112146"]}],"countries":["EE"],"is_corresponding":false,"raw_author_name":"Jaan Raik","raw_affiliation_strings":["Tallinn University of Technology,Department of Computer Systems,Estonia"],"affiliations":[{"raw_affiliation_string":"Tallinn University of Technology,Department of Computer Systems,Estonia","institution_ids":["https://openalex.org/I111112146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056469362"],"corresponding_institution_ids":["https://openalex.org/I111112146"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18408175,"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":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9998999834060669,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9998999834060669,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9998000264167786,"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/T10472","display_name":"Semiconductor materials and devices","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.7862488031387329},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5989152789115906},{"id":"https://openalex.org/keywords/fault-management","display_name":"Fault management","score":0.5944266319274902},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5796539187431335},{"id":"https://openalex.org/keywords/fault-injection","display_name":"Fault injection","score":0.5651583671569824},{"id":"https://openalex.org/keywords/reduced-instruction-set-computing","display_name":"Reduced instruction set computing","score":0.5230501890182495},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5192716121673584},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4266586899757385},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.25657087564468384},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1910489797592163},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.18680331110954285},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.13517868518829346},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12695395946502686},{"id":"https://openalex.org/keywords/instruction-set","display_name":"Instruction set","score":0.1025499701499939},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0701119601726532}],"concepts":[{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.7862488031387329},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5989152789115906},{"id":"https://openalex.org/C108074857","wikidata":"https://www.wikidata.org/wiki/Q3067360","display_name":"Fault management","level":3,"score":0.5944266319274902},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5796539187431335},{"id":"https://openalex.org/C2775928411","wikidata":"https://www.wikidata.org/wiki/Q2041312","display_name":"Fault injection","level":3,"score":0.5651583671569824},{"id":"https://openalex.org/C126298526","wikidata":"https://www.wikidata.org/wiki/Q189376","display_name":"Reduced instruction set computing","level":3,"score":0.5230501890182495},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5192716121673584},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4266586899757385},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.25657087564468384},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1910489797592163},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.18680331110954285},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.13517868518829346},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12695395946502686},{"id":"https://openalex.org/C202491316","wikidata":"https://www.wikidata.org/wiki/Q272683","display_name":"Instruction set","level":2,"score":0.1025499701499939},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0701119601726532},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/dft63277.2024.10753541","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dft63277.2024.10753541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT)","raw_type":"proceedings-article"},{"id":"doi:10.5281/zenodo.19443945","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19443945","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""},{"id":"doi:10.5281/zenodo.19443946","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19443946","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.5281/zenodo.19443945","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.19443945","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6800000071525574}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321090","display_name":"Eesti Teadusagentuur","ror":"https://ror.org/00jjeja18"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2010340060","https://openalex.org/W2051396856","https://openalex.org/W2913135501","https://openalex.org/W2980700924","https://openalex.org/W2981967535","https://openalex.org/W3033114935","https://openalex.org/W3183835343","https://openalex.org/W3209119316","https://openalex.org/W4386214963","https://openalex.org/W4388674566"],"related_works":["https://openalex.org/W4230197055","https://openalex.org/W4296749040","https://openalex.org/W621808327","https://openalex.org/W644007644","https://openalex.org/W2497198634","https://openalex.org/W3012257603","https://openalex.org/W3042003498","https://openalex.org/W2382117338","https://openalex.org/W2160179184","https://openalex.org/W2117795487"],"abstract_inverted_index":{"This":[0],"paper":[1,84],"proposes":[2,85],"a":[3,24,55,63,76,86,125],"novel":[4],"in-field":[5,71],"ML-assisted":[6],"fault":[7,10,47,95],"localization":[8,50,72,126],"and":[9,97],"management":[11],"approach":[12,29,112],"for":[13,46],"intermittent":[14],"faults":[15,74],"in":[16,21,23],"RISC-V":[17,36,79,116],"microprocessor":[18],"cores":[19],"operating":[20],"tandem":[22],"dual-core":[25],"lockstep":[26],"setup.":[27],"The":[28,49,110],"is":[30,51,113],"nonintrusive":[31],"with":[32,75,119],"respect":[33],"to":[34,91],"the":[35,83,93,99,103],"cores,":[37],"as":[38],"it":[39],"relies":[40],"on":[41,115],"existing":[42],"trace":[43],"buffer":[44],"data":[45],"localization.":[48],"carried":[52],"out":[53],"by":[54,62],"lightweight":[56],"pre-trained":[57],"Neural":[58,64],"Network":[59],"(NN)":[60],"optimized":[61],"Architecture":[65,89],"Search":[66],"(NAS)":[67],"framework.":[68],"It":[69],"provides":[70],"of":[73,78,102],"resolution":[77],"processor":[80],"modules.":[81],"Furthermore,":[82],"Fault":[87],"Management":[88],"(FMA)":[90],"process":[92],"localized":[94],"information":[96],"control":[98],"graceful":[100],"degradation":[101],"SoC,":[104],"e.g.":[105],"through":[106],"fault-aware":[107],"task":[108],"scheduling.":[109],"proposed":[111],"validated":[114],"Pulpissimo-based":[117],"implementation":[118],"various":[120],"workload":[121],"programs.":[122],"Experiments":[123],"demonstrate":[124],"accuracy":[127],"at":[128],"80\u201394":[129],"%":[130],"level.":[131]},"counts_by_year":[],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
