{"id":"https://openalex.org/W2979011633","doi":"https://doi.org/10.1109/iolts.2019.8854452","title":"Bayesian models for early cross-layer reliability analysis and design space exploration","display_name":"Bayesian models for early cross-layer reliability analysis and design space exploration","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979011633","doi":"https://doi.org/10.1109/iolts.2019.8854452","mag":"2979011633"},"language":"en","primary_location":{"id":"doi:10.1109/iolts.2019.8854452","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iolts.2019.8854452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS)","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/A5011079176","display_name":"Alessandro Vallero","orcid":"https://orcid.org/0000-0001-5058-9608"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Vallero","raw_affiliation_strings":["Dipartimento di Automatica ed Informatica, Politecnico di Torino, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Automatica ed Informatica, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065582630","display_name":"Alessandro Savino","orcid":"https://orcid.org/0000-0003-0529-7950"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Savino","raw_affiliation_strings":["Dipartimento di Automatica ed Informatica, Politecnico di Torino, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Automatica ed Informatica, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020446519","display_name":"Alberto Carelli","orcid":"https://orcid.org/0000-0003-2392-5463"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Carelli","raw_affiliation_strings":["Dipartimento di Automatica ed Informatica, Politecnico di Torino, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Automatica ed Informatica, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026593274","display_name":"Stefano Di Carlo","orcid":"https://orcid.org/0000-0002-7512-5356"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Di Carlo","raw_affiliation_strings":["Dipartimento di Automatica ed Informatica, Politecnico di Torino, Torino, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Automatica ed Informatica, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0995898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"143","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.9998000264167786,"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":0.9998000264167786,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/design-space-exploration","display_name":"Design space exploration","score":0.7872446775436401},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6873824596405029},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.65584397315979},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.651391863822937},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5507031679153442},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5366442203521729},{"id":"https://openalex.org/keywords/probabilistic-design","display_name":"Probabilistic design","score":0.5079279541969299},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46854981780052185},{"id":"https://openalex.org/keywords/systems-design","display_name":"Systems design","score":0.4656648635864258},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.461905300617218},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3279980421066284},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.31525737047195435},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.2953242063522339},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.24498674273490906},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2188388705253601},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17619016766548157},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1578902006149292}],"concepts":[{"id":"https://openalex.org/C2776221188","wikidata":"https://www.wikidata.org/wiki/Q21072556","display_name":"Design space exploration","level":2,"score":0.7872446775436401},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6873824596405029},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.65584397315979},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.651391863822937},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5507031679153442},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5366442203521729},{"id":"https://openalex.org/C154205457","wikidata":"https://www.wikidata.org/wiki/Q2148377","display_name":"Probabilistic design","level":3,"score":0.5079279541969299},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46854981780052185},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.4656648635864258},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.461905300617218},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3279980421066284},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.31525737047195435},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.2953242063522339},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.24498674273490906},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2188388705253601},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17619016766548157},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1578902006149292},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iolts.2019.8854452","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iolts.2019.8854452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 25th International Symposium on On-Line Testing and Robust System Design (IOLTS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W129814695","https://openalex.org/W1044860589","https://openalex.org/W1493297671","https://openalex.org/W1523125571","https://openalex.org/W1911029421","https://openalex.org/W1935809293","https://openalex.org/W1965229716","https://openalex.org/W1988130348","https://openalex.org/W1995356127","https://openalex.org/W2044069930","https://openalex.org/W2061643944","https://openalex.org/W2090005707","https://openalex.org/W2104677471","https://openalex.org/W2122893522","https://openalex.org/W2128564847","https://openalex.org/W2130189691","https://openalex.org/W2137526832","https://openalex.org/W2143187667","https://openalex.org/W2151706924","https://openalex.org/W2152074604","https://openalex.org/W2161851867","https://openalex.org/W2165027640","https://openalex.org/W2168546702","https://openalex.org/W2169596872","https://openalex.org/W2337485678","https://openalex.org/W2346282901","https://openalex.org/W2411279070","https://openalex.org/W2538884290","https://openalex.org/W2569987653","https://openalex.org/W2752470767","https://openalex.org/W2760030941","https://openalex.org/W2793662757","https://openalex.org/W2793678696","https://openalex.org/W2797678940","https://openalex.org/W2800054291","https://openalex.org/W2809076732","https://openalex.org/W2904417098","https://openalex.org/W3103203472","https://openalex.org/W4236432903","https://openalex.org/W6640006728","https://openalex.org/W6948119516"],"related_works":["https://openalex.org/W2034700470","https://openalex.org/W1484138680","https://openalex.org/W1868968390","https://openalex.org/W2965496558","https://openalex.org/W1941382975","https://openalex.org/W2100899150","https://openalex.org/W2150005717","https://openalex.org/W2154632282","https://openalex.org/W4206213245","https://openalex.org/W1987787891"],"abstract_inverted_index":{"Designing":[0],"soft-errors":[1],"resilient":[2],"systems":[3],"is":[4,71,107],"a":[5,12,17,42,54,73,91,108],"complex":[6,92,109],"engineering":[7],"task,":[8],"which":[9,78],"nowadays":[10],"follows":[11],"cross-layer":[13,69],"approach.":[14],"It":[15],"requires":[16],"careful":[18],"planning":[19],"for":[20,68],"different":[21,25],"fault-tolerance":[22],"mechanisms":[23],"at":[24,116],"system's":[26],"layers:":[27],"starting":[28],"from":[29],"the":[30,34,46,49,88,100,104,135,139],"technology":[31],"up":[32],"to":[33,120,124],"software":[35],"domain.":[36,150],"While":[37],"these":[38],"design":[39,85,96,105,128],"decisions":[40],"have":[41,53],"positive":[43],"effect":[44,56],"on":[45,57],"reliability":[47,70,79,89],"of":[48,90,103,134,146],"system,":[50],"they":[51],"usually":[52],"detrimental":[55],"its":[58],"size,":[59],"power":[60],"consumption,":[61],"performance":[62],"and":[63,94,111],"cost.":[64],"Design":[65],"space":[66,97],"exploration":[67,98],"therefore":[72],"multi-objective":[74],"search":[75],"problem":[76],"in":[77,99,141,148],"must":[80],"be":[81],"traded-off":[82],"with":[83],"other":[84],"dimensions.":[86],"Assessing":[87],"system":[93],"performing":[95],"early":[101,127],"phases":[102],"cycle":[106],"task":[110],"designers":[112],"are":[113],"increasing":[114],"looking":[115],"stochastic":[117],"models":[118],"able":[119],"provide":[121],"fast":[122],"results":[123,136],"quickly":[125],"drive":[126],"decisions.":[129],"This":[130],"paper":[131],"summarizes":[132],"some":[133],"achieved":[137],"by":[138],"authors":[140],"more":[142],"than":[143],"five":[144],"years":[145],"research":[147],"this":[149]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
