{"id":"https://openalex.org/W4404955718","doi":"https://doi.org/10.1109/vlsi-soc62099.2024.10767793","title":"Diagnostic Coverage Estimation for Automotive SoCs Based on Colored Stochastic Petri Nets","display_name":"Diagnostic Coverage Estimation for Automotive SoCs Based on Colored Stochastic Petri Nets","publication_year":2024,"publication_date":"2024-10-06","ids":{"openalex":"https://openalex.org/W4404955718","doi":"https://doi.org/10.1109/vlsi-soc62099.2024.10767793"},"language":"en","primary_location":{"id":"doi:10.1109/vlsi-soc62099.2024.10767793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsi-soc62099.2024.10767793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration (VLSI-SoC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5047132700","display_name":"Ernesto Cristopher Villegas Castillo","orcid":"https://orcid.org/0009-0005-8586-512X"},"institutions":[{"id":"https://openalex.org/I4210089203","display_name":"Cadence Design Systems (Germany)","ror":"https://ror.org/00d9ep044","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210089203","https://openalex.org/I66217453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ernesto Cristopher Villegas Castillo","raw_affiliation_strings":["Cadence Design Systems,Munich,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cadence Design Systems,Munich,Germany","institution_ids":["https://openalex.org/I4210089203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077909126","display_name":"Felipe Augusto da Silva","orcid":"https://orcid.org/0000-0002-9371-5296"},"institutions":[{"id":"https://openalex.org/I4210089203","display_name":"Cadence Design Systems (Germany)","ror":"https://ror.org/00d9ep044","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210089203","https://openalex.org/I66217453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felipe Augusto Da Silva","raw_affiliation_strings":["Cadence Design Systems,Munich,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cadence Design Systems,Munich,Germany","institution_ids":["https://openalex.org/I4210089203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079135719","display_name":"Michael Gla\u00df","orcid":"https://orcid.org/0000-0002-8006-8843"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Gla\u00df","raw_affiliation_strings":["Institute of Embedded Systems/Real-Time Systems, Ulm University,Ulm,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Embedded Systems/Real-Time Systems, Ulm University,Ulm,Germany","institution_ids":["https://openalex.org/I196349391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.9491999745368958,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9247000217437744,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/automotive-industry","display_name":"Automotive industry","score":0.6865826845169067},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6849167943000793},{"id":"https://openalex.org/keywords/colored","display_name":"Colored","score":0.6825098991394043},{"id":"https://openalex.org/keywords/stochastic-petri-net","display_name":"Stochastic Petri net","score":0.6243232488632202},{"id":"https://openalex.org/keywords/petri-net","display_name":"Petri net","score":0.5265795588493347},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4503072202205658},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.40512487292289734},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3515825867652893},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.21480527520179749},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19726994633674622},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.09202083945274353}],"concepts":[{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.6865826845169067},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6849167943000793},{"id":"https://openalex.org/C2778307483","wikidata":"https://www.wikidata.org/wiki/Q5149038","display_name":"Colored","level":2,"score":0.6825098991394043},{"id":"https://openalex.org/C197551870","wikidata":"https://www.wikidata.org/wiki/Q7617809","display_name":"Stochastic Petri net","level":3,"score":0.6243232488632202},{"id":"https://openalex.org/C38677869","wikidata":"https://www.wikidata.org/wiki/Q724168","display_name":"Petri net","level":2,"score":0.5265795588493347},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4503072202205658},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.40512487292289734},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3515825867652893},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.21480527520179749},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19726994633674622},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.09202083945274353},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/vlsi-soc62099.2024.10767793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/vlsi-soc62099.2024.10767793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration (VLSI-SoC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W55103004","https://openalex.org/W1990190960","https://openalex.org/W2793678696","https://openalex.org/W3033114935","https://openalex.org/W3038628877","https://openalex.org/W3186766222","https://openalex.org/W4205378855","https://openalex.org/W4312643569","https://openalex.org/W4379115996","https://openalex.org/W4384026373","https://openalex.org/W4396529109"],"related_works":["https://openalex.org/W1543378523","https://openalex.org/W2916743419","https://openalex.org/W2381491984","https://openalex.org/W2257573499","https://openalex.org/W1847176793","https://openalex.org/W1980200158","https://openalex.org/W2091203523","https://openalex.org/W1513546254","https://openalex.org/W2125164140","https://openalex.org/W2148229336"],"abstract_inverted_index":{"Safety-critical":[0],"systems":[1],"can":[2],"cause":[3],"catastrophic":[4],"effects":[5],"when":[6],"particular":[7],"failures":[8],"occur":[9],"during":[10],"their":[11,28],"operation.":[12],"These":[13],"systems,":[14],"used":[15],"in":[16,180],"diverse":[17],"domains,":[18],"including":[19],"automotive":[20,116,182],"SoCs,":[21],"incorporate":[22],"Safety":[23],"Mechanisms":[24],"(SMs)":[25],"to":[26,74,119,202],"enhance":[27],"safety":[29,41,117],"performance":[30,42],"and":[31,53,86,139,145,191],"meet":[32],"certification":[33],"standards":[34,118],"(e.g.,":[35],"ISO26262).":[36],"A":[37],"critical":[38],"measure":[39],"of":[40,48,115,123,132,148,157,189],"is":[43,163],"the":[44,113,121,133,146,155,160,164],"Diagnostic":[45],"Coverage":[46,107],"(DC)":[47],"SMs,":[49],"determined":[50],"through":[51,151,205],"extensive":[52],"expensive":[54],"Gate-Level":[55],"Fault":[56,106],"Injection":[57],"(FI)":[58],"campaigns,":[59],"as":[60,174],"recommended":[61],"by":[62,80],"ISO26262.":[63],"To":[64,154],"address":[65],"this":[66],"challenge,":[67],"designers":[68],"need":[69],"early":[70],"DC":[71,166],"estimation":[72,131,167,187],"methods":[73],"efficiently":[75],"develop":[76],"more":[77],"reliable":[78],"SMs":[79],"reducing":[81],"simulation":[82,95],"times,":[83],"redesign":[84],"stages,":[85],"computational":[87],"resources.":[88],"Our":[89],"previous":[90],"work":[91,111,162],"proposed":[92,161],"an":[93,181,185,206],"interactive":[94],"framework":[96],"based":[97,169],"on":[98,170],"Colored":[99],"Generalized":[100],"Stochastic":[101],"Petri":[102],"Nets":[103],"(CGSPN)":[104],"for":[105,129,195],"(FC)":[108],"estimation.":[109],"This":[110],"incorporates":[112],"requirements":[114],"predict":[120],"efficiency":[122],"SMs.":[124],"We":[125],"propose":[126],"a":[127,192,196],"methodology":[128,177],"early-stage":[130],"DC,":[134],"enabling":[135],"efficient":[136],"SM":[137],"development":[138],"its":[140],"Design":[141],"Space":[142],"Exploration":[143],"(DSE),":[144],"discovery":[147],"Failure":[149],"Modes":[150],"CGSPN":[152],"simulations.":[153],"best":[156],"our":[158],"knowledge,":[159],"first":[165],"approach":[168],"high-level":[171],"models":[172],"such":[173],"CGSPN.":[175],"The":[176],"was":[178],"verified":[179],"SoC,":[183],"showing":[184],"average":[186],"accuracy":[188],"97.2%":[190],"175x":[193],"speed-up":[194],"Software":[197],"Test":[198],"Library":[199],"(STL)":[200],"compared":[201],"results":[203],"obtained":[204],"exhaustive":[207],"RTL":[208],"FI":[209],"campaign.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
