{"id":"https://openalex.org/W3139209346","doi":"https://doi.org/10.1109/tase.2021.3062408","title":"Temperature-Constrained Reliability Optimization of Industrial Cyber-Physical Systems Using Machine Learning and Feedback Control","display_name":"Temperature-Constrained Reliability Optimization of Industrial Cyber-Physical Systems Using Machine Learning and Feedback Control","publication_year":2021,"publication_date":"2021-03-12","ids":{"openalex":"https://openalex.org/W3139209346","doi":"https://doi.org/10.1109/tase.2021.3062408","mag":"3139209346"},"language":"en","primary_location":{"id":"doi:10.1109/tase.2021.3062408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3062408","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Automation Science and Engineering","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/A5102905745","display_name":"Junlong Zhou","orcid":"https://orcid.org/0000-0002-7734-4077"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]},{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junlong Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","MoE Engineering Research Center of Software/Hardware Codesign Technology and Application, East China Normal University, Shanghai, China","Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7734-4077","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]},{"raw_affiliation_string":"MoE Engineering Research Center of Software/Hardware Codesign Technology and Application, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748977","display_name":"Liying Li","orcid":"https://orcid.org/0000-0002-7223-4215"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liying Li","raw_affiliation_strings":["Department of Computer Science and Technology, East China Normal University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7223-4215","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082099716","display_name":"Ahmadreza Vajdi","orcid":"https://orcid.org/0000-0001-7411-851X"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ahmadreza Vajdi","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018782450","display_name":"Xiumin Zhou","orcid":"https://orcid.org/0000-0002-5187-6235"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiumin Zhou","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031361250","display_name":"Zebin Wu","orcid":"https://orcid.org/0000-0002-7162-0202"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zebin Wu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7162-0202","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102905745"],"corresponding_institution_ids":["https://openalex.org/I36399199","https://openalex.org/I66867065"],"apc_list":null,"apc_paid":null,"fwci":6.4054,"has_fulltext":false,"cited_by_count":72,"citation_normalized_percentile":{"value":0.97285386,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"20","issue":"1","first_page":"20","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.9972000122070312,"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":0.9972000122070312,"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":0.9900000095367432,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/cyber-physical-system","display_name":"Cyber-physical system","score":0.78220534324646},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.7038847208023071},{"id":"https://openalex.org/keywords/feedback-control","display_name":"Feedback control","score":0.5730531811714172},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5051224827766418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5011177062988281},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4945697486400604},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.4931878447532654},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.42331764101982117},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.420502245426178},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.40479692816734314},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3769550025463104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2963685989379883}],"concepts":[{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.78220534324646},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7038847208023071},{"id":"https://openalex.org/C3018651601","wikidata":"https://www.wikidata.org/wiki/Q183635","display_name":"Feedback control","level":2,"score":0.5730531811714172},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5051224827766418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5011177062988281},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4945697486400604},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.4931878447532654},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.42331764101982117},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.420502245426178},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.40479692816734314},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3769550025463104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2963685989379883},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tase.2021.3062408","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tase.2021.3062408","pdf_url":null,"source":{"id":"https://openalex.org/S34881539","display_name":"IEEE Transactions on Automation Science and Engineering","issn_l":"1545-5955","issn":["1545-5955","1558-3783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Automation Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1794104685","display_name":null,"funder_award_id":"2020MIP001","funder_id":"https://openalex.org/F4320322370","funder_display_name":"East China Normal University"},{"id":"https://openalex.org/G1919711014","display_name":null,"funder_award_id":"61772274","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2143449822","display_name":null,"funder_award_id":"30919011233","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3879359103","display_name":null,"funder_award_id":"2020M680068","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G4586324220","display_name":null,"funder_award_id":"30919011402","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5617332474","display_name":null,"funder_award_id":"30919011103","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G578633690","display_name":null,"funder_award_id":"BK20180470","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G6756378969","display_name":null,"funder_award_id":"BK20180018","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G8382373889","display_name":null,"funder_award_id":"61802185","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8620067024","display_name":null,"funder_award_id":"30917015104","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322370","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1950558550","https://openalex.org/W1967374215","https://openalex.org/W2018932747","https://openalex.org/W2024500732","https://openalex.org/W2049025281","https://openalex.org/W2050591253","https://openalex.org/W2065752414","https://openalex.org/W2119744277","https://openalex.org/W2134806423","https://openalex.org/W2142358791","https://openalex.org/W2149809112","https://openalex.org/W2152165066","https://openalex.org/W2165265585","https://openalex.org/W2295863450","https://openalex.org/W2335440829","https://openalex.org/W2344837812","https://openalex.org/W2346282901","https://openalex.org/W2396233435","https://openalex.org/W2407245113","https://openalex.org/W2739675816","https://openalex.org/W2751785399","https://openalex.org/W2766708668","https://openalex.org/W2774506405","https://openalex.org/W2777447168","https://openalex.org/W2782906001","https://openalex.org/W2798452889","https://openalex.org/W2807848753","https://openalex.org/W2903374488","https://openalex.org/W2903410716","https://openalex.org/W2909318183","https://openalex.org/W2942044637","https://openalex.org/W2968554659","https://openalex.org/W2968897409","https://openalex.org/W2972607526","https://openalex.org/W2982837328","https://openalex.org/W3021123904","https://openalex.org/W3044238138","https://openalex.org/W3088037555","https://openalex.org/W3097455612","https://openalex.org/W4235862740","https://openalex.org/W4239725571","https://openalex.org/W4242767112","https://openalex.org/W4243134243","https://openalex.org/W4249144718"],"related_works":["https://openalex.org/W2615607975","https://openalex.org/W2354788088","https://openalex.org/W2369895428","https://openalex.org/W2347490874","https://openalex.org/W2347213925","https://openalex.org/W2053371515","https://openalex.org/W4387713503","https://openalex.org/W2192101006","https://openalex.org/W2353801405","https://openalex.org/W2356769870"],"abstract_inverted_index":{"As":[0],"the":[1,20,50,88,104,110,133,140,156,162,165,170,182,193,207,248,277,291,296,327,351,361,367,394,401,409],"backbone":[2],"of":[3,22,35,52,64,77,90,94,112,158,167,177,184,280,295,354,393,403,411],"Industry":[4],"4.0,":[5],"industrial":[6,250],"cyber-physical":[7,251],"systems":[8,18],"(ICPSs)":[9],"that":[10,125,153,342],"are":[11,32,43,60,203,318],"geographically":[12],"dispersed,":[13],"federated,":[14],"cooperative,":[15],"and":[16,27,40,45,55,58,67,80,96,116,130,136,164,196,210,237,258,268,282,312,323,331,357,389,396,408],"security-critical":[17],"become":[19],"center":[21],"interest":[23],"from":[24],"both":[25],"industry":[26],"academia.":[28],"In":[29,83],"ICPS,":[30],"there":[31],"huge":[33],"amounts":[34],"devices,":[36],"such":[37],"as":[38],"sensors":[39],"actuators,":[41],"which":[42,261],"embedded":[44,66,98],"networked":[46,68],"together":[47],"to":[48,73,128,180,206,225,242,275,349,360,373,405],"improve":[49,220,276],"performance":[51],"real-time":[53,374],"monitoring":[54],"control.":[56],"Reliability":[57],"temperature":[59,105,197,231,292,313,392],"two":[61,238],"important":[62],"concerns":[63],"these":[65],"devices":[69],"in":[70,101,161,288],"ICPS":[71,102,289,322,375],"due":[72],"their":[74],"stringent":[75],"requirement":[76],"reliable":[78,256],"execution":[79,257],"long":[81,259],"lifespan.":[82],"this":[84],"article,":[85],"we":[86,118,145],"study":[87],"problem":[89],"maximizing":[91],"soft-error":[92,113],"reliability":[93,142,222,267,279,301,311,388],"CPU-":[95,281,330,395],"GPU-integrated":[97,283,332,397],"platforms":[99],"deployed":[100,287],"under":[103,290],"constraint.":[106,293],"To":[107,138],"speed":[108],"up":[109,224],"estimation":[111,353,363],"rate":[114],"(SER)":[115],"temperature,":[117],"train":[119],"an":[120,344],"artificial":[121,345],"neural":[122,346],"network":[123,347],"(ANN)":[124,348],"is":[126,245,274,370],"able":[127],"quickly":[129],"accurately":[131],"derive":[132],"system\u2019s":[134],"SER":[135,195,356],"temperature.":[137,271,303,358],"solve":[139],"temperature-constrained":[141],"optimization":[143,314],"problem,":[144],"propose":[146],"a":[147,175,228,338,381],"feedback":[148,214,382],"control-based":[149,215,383],"task":[150,216],"scheduling":[151,217],"scheme":[152],"adaptively":[154],"determines":[155],"number":[157,166,402,410],"tasks":[159,404],"admitted":[160,171,407],"system":[163,221,252,278,355,387],"replicas":[168,412],"for":[169,321,385,413],"tasks.":[172,414],"We":[173],"perform":[174],"series":[176],"simulation":[178,365],"experiments":[179],"verify":[181],"efficacy":[183],"our":[185,200,212],"scheme.":[186],"The":[187],"experimental":[188],"results":[189],"demonstrate":[190],"that:":[191],"1)":[192],"estimated":[194],"derived":[198],"by":[199,223,247,265,399],"ANN-based":[201],"method":[202,218],"very":[204],"close":[205],"ground-truth":[208],"data":[209],"2)":[211],"proposed":[213],"can":[219],"184.2%":[226],"with":[227,234],"lower":[229],"peak":[230,391],"when":[232],"compared":[233],"one":[235],"baseline":[236],"state-of-the-art":[239],"methods.":[240],"Note":[241],"Practitioners\u2014This":[243],"article":[244,336,378],"motivated":[246],"safety-critical":[249],"(ICPS)":[253],"applications":[254],"necessitating":[255],"lifespan,":[260],"could":[262],"be":[263,406],"realized":[264],"increasing":[266],"controlling":[269],"operating":[270],"Our":[272],"goal":[273],"multiprocessor":[284],"systems-on-chip":[285],"(MPSoCs)":[286],"Most":[294],"existing":[297],"papers":[298,307],"target":[299],"either":[300],"or":[302],"A":[304],"few":[305],"recent":[306],"have":[308],"focused":[309],"on":[310],"simultaneously.":[315],"However,":[316],"they":[317],"not":[319,325],"designed":[320],"do":[324],"consider":[326],"widely":[328],"accepted":[329],"MPSoC":[333],"platforms.":[334],"This":[335,377],"proposes":[337],"machine":[339],"learning-based":[340],"approach":[341,369,384],"trains":[343],"facilitate":[350],"online":[352,368],"Compared":[359],"offline":[362],"using":[364],"tools,":[366],"more":[371],"applicable":[372],"applications.":[376],"also":[379],"designs":[380],"improving":[386],"reducing":[390],"MPSoCs":[398],"determining":[400]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}