{"id":"https://openalex.org/W7123523598","doi":"https://doi.org/10.1109/iscc65549.2025.11326440","title":"Predicting Transient Overloads Related to ADAS in Time-sensitive Vehicular Networks","display_name":"Predicting Transient Overloads Related to ADAS in Time-sensitive Vehicular Networks","publication_year":2025,"publication_date":"2025-07-02","ids":{"openalex":"https://openalex.org/W7123523598","doi":"https://doi.org/10.1109/iscc65549.2025.11326440"},"language":null,"primary_location":{"id":"doi:10.1109/iscc65549.2025.11326440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc65549.2025.11326440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Symposium on Computers and Communications (ISCC)","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/A5109081988","display_name":"J. L. Ribeiro Filho","orcid":null},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Josafat Leal Filho","raw_affiliation_strings":["Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122985323","display_name":"Ant\u00f4nio Augusto Fr\u00f6hlich","orcid":null},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ant\u00f4nio Augusto Fr\u00f6hlich","raw_affiliation_strings":["Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063344851","display_name":"Leonardo Passig Horstmann","orcid":"https://orcid.org/0000-0002-3581-275X"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Leonardo Passig Horstmann","raw_affiliation_strings":["Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008748524","display_name":"Jos\u00e9 Lu\u00eds Conradi Hoffmann","orcid":"https://orcid.org/0000-0002-3108-7650"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Luis Conradi Hoffmann","raw_affiliation_strings":["Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102583056","display_name":"Jozimar C. Xavier","orcid":null},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jozimar Cust\u00f3dio Xavier","raw_affiliation_strings":["Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Santa Catarina,Software/Hardware Integration Lab,Florianópolis,Brazil","institution_ids":["https://openalex.org/I4104125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4104125"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T12216","display_name":"Network Time Synchronization Technologies","score":0.8180999755859375,"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/T12216","display_name":"Network Time Synchronization Technologies","score":0.8180999755859375,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.04879999905824661,"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.02319999970495701,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6958000063896179},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.5828999876976013},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.58160001039505},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.559499979019165},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.5353999733924866},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5200999975204468},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.49959999322891235},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4830000102519989},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4296000003814697}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6958000063896179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6690999865531921},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.5828999876976013},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.58160001039505},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.559499979019165},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.5353999733924866},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5200999975204468},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.49959999322891235},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4830000102519989},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4296000003814697},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4099999964237213},{"id":"https://openalex.org/C113168747","wikidata":"https://www.wikidata.org/wiki/Q507295","display_name":"Cruise control","level":3,"score":0.3808000087738037},{"id":"https://openalex.org/C15845906","wikidata":"https://www.wikidata.org/wiki/Q1172338","display_name":"Data exchange","level":2,"score":0.3792000114917755},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37880000472068787},{"id":"https://openalex.org/C121704057","wikidata":"https://www.wikidata.org/wiki/Q352070","display_name":"Collision","level":2,"score":0.3750999867916107},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37059998512268066},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.35280001163482666},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3467999994754791},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3222000002861023},{"id":"https://openalex.org/C2780864053","wikidata":"https://www.wikidata.org/wiki/Q5147495","display_name":"Collision avoidance","level":3,"score":0.32190001010894775},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C22607594","wikidata":"https://www.wikidata.org/wiki/Q5375150","display_name":"Enabling","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C193519340","wikidata":"https://www.wikidata.org/wiki/Q891179","display_name":"Data loss","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.28529998660087585},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C189693848","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information exchange","level":2,"score":0.27000001072883606},{"id":"https://openalex.org/C79487989","wikidata":"https://www.wikidata.org/wiki/Q934680","display_name":"Vehicle dynamics","level":2,"score":0.263700008392334},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.2540999948978424},{"id":"https://openalex.org/C2776544517","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Unexpected events","level":2,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc65549.2025.11326440","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc65549.2025.11326440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Symposium on Computers and Communications (ISCC)","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":15,"referenced_works":["https://openalex.org/W1600401091","https://openalex.org/W2341949230","https://openalex.org/W2783850342","https://openalex.org/W2805924584","https://openalex.org/W2953530197","https://openalex.org/W2977085106","https://openalex.org/W2980526088","https://openalex.org/W3038389699","https://openalex.org/W3127875732","https://openalex.org/W3185389373","https://openalex.org/W3185684791","https://openalex.org/W3213646639","https://openalex.org/W4380882674","https://openalex.org/W4390608348","https://openalex.org/W4394998015"],"related_works":[],"abstract_inverted_index":{"Ensuring":[0],"fast,":[1],"deterministic":[2],"data":[3,71,106,129],"exchange":[4,130],"is":[5],"vital":[6],"for":[7,94],"Advanced":[8],"Driver":[9],"Assistance":[10],"System":[11],"(ADAS),":[12],"making":[13],"Time-Sensitive":[14],"Networking":[15],"(TSN)":[16],"a":[17,90,124],"key":[18],"enabler":[19],"in":[20,89,158],"real-time":[21,161],"automotive":[22],"environments.":[23],"ADAS":[24,157],"heavily":[25],"depends":[26],"on":[27],"Machine":[28],"Learning":[29],"and":[30,43,56,64,75,132,154],"Computer":[31],"Vision":[32],"to":[33,62,84,101],"analyze":[34],"information":[35],"from":[36],"various":[37],"sensors,":[38],"such":[39],"as":[40,116],"LiDAR,":[41],"radar,":[42],"cameras.":[44],"These":[45],"technologies":[46],"support":[47],"essential":[48],"functions":[49],"like":[50],"adaptive":[51],"cruise":[52],"control,":[53],"collision":[54],"prevention,":[55],"lane-keeping":[57],"assistance.":[58],"However,":[59],"the":[60,121,142,152],"need":[61],"handle":[63],"transmit":[65],"vast":[66],"amounts":[67],"of":[68,123,144,156],"high-resolution":[69],"sensor":[70],"presents":[72],"substantial":[73],"computational":[74],"networking":[76],"challenges.":[77],"This":[78],"study":[79],"introduces":[80],"an":[81,118],"predictive":[82],"model":[83],"refine":[85],"transient":[86],"subscription":[87],"management":[88],"publish-subscribe":[91],"TSN":[92],"setup":[93],"ADAS.":[95],"The":[96],"proposed":[97],"system":[98],"utilizes":[99],"predictor":[100],"anticipate":[102],"how":[103],"long":[104],"temporary":[105],"subscriptions":[107],"should":[108],"persist,":[109],"particularly":[110],"when":[111],"triggered":[112],"by":[113],"critical":[114],"scenarios\u2014such":[115],"detecting":[117],"object":[119],"at":[120],"edge":[122],"sensor\u2019s":[125],"Field-of-View.":[126],"By":[127],"enhancing":[128],"efficiency":[131],"reliability,":[133],"this":[134,149],"approach":[135],"bolsters":[136],"safety-critical":[137],"CV":[138],"operations":[139],"while":[140],"maintaining":[141],"stability":[143],"ongoing":[145],"communication":[146],"streams.":[147],"Ultimately,":[148],"method":[150],"improves":[151],"resilience":[153],"scalability":[155],"highly":[159],"dynamic,":[160],"conditions.":[162]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2026-01-14T00:00:00"}