{"id":"https://openalex.org/W4400234239","doi":"https://doi.org/10.1109/noms59830.2024.10575916","title":"TrafficEd: Deployment and Management System of Edge AI Cameras","display_name":"TrafficEd: Deployment and Management System of Edge AI Cameras","publication_year":2024,"publication_date":"2024-05-06","ids":{"openalex":"https://openalex.org/W4400234239","doi":"https://doi.org/10.1109/noms59830.2024.10575916"},"language":"en","primary_location":{"id":"doi:10.1109/noms59830.2024.10575916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms59830.2024.10575916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2024-2024 IEEE Network Operations and Management Symposium","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/A5015545902","display_name":"Guan-Wen Chen","orcid":"https://orcid.org/0000-0003-4606-8820"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Guan-Wen Chen","raw_affiliation_strings":["National Yang Ming Chiao Tung University,College of Computer Science,Department of Computer Science,Hsinchu City,Taiwan,30010"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,College of Computer Science,Department of Computer Science,Hsinchu City,Taiwan,30010","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021485881","display_name":"Yi-Hsiu Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Hsiu Lin","raw_affiliation_strings":["National Yang Ming Chiao Tung University,College of Computer Science,Department of Computer Science,Hsinchu City,Taiwan,30010"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,College of Computer Science,Department of Computer Science,Hsinchu City,Taiwan,30010","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050823674","display_name":"Ts\u00ec-U\u00ed \u0130k","orcid":"https://orcid.org/0000-0001-6432-9161"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ts\u00ec-U\u00ed \u0130k","raw_affiliation_strings":["National Yang Ming Chiao Tung University,College of Computer Science,Department of Computer Science,Hsinchu City,Taiwan,30010"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Yang Ming Chiao Tung University,College of Computer Science,Department of Computer Science,Hsinchu City,Taiwan,30010","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015545902"],"corresponding_institution_ids":["https://openalex.org/I148366613"],"apc_list":null,"apc_paid":null,"fwci":0.972,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79120651,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.7549999952316284,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.7549999952316284,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.7415000200271606,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.7383999824523926,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/software-deployment","display_name":"Software deployment","score":0.8047953844070435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6444836258888245},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.494856059551239},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47154501080513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36339932680130005},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1446727216243744}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8047953844070435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6444836258888245},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.494856059551239},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47154501080513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36339932680130005},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1446727216243744}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/noms59830.2024.10575916","is_oa":false,"landing_page_url":"https://doi.org/10.1109/noms59830.2024.10575916","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2024-2024 IEEE Network Operations and Management Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322108","display_name":"Ministry of Science and Technology","ror":"https://ror.org/032e49973"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2124781496","https://openalex.org/W2252355370","https://openalex.org/W2603203130","https://openalex.org/W2897254539","https://openalex.org/W3003490096","https://openalex.org/W3018757597","https://openalex.org/W3036947512","https://openalex.org/W3104218139","https://openalex.org/W3106763294","https://openalex.org/W3113175648","https://openalex.org/W4293584584","https://openalex.org/W6750227808","https://openalex.org/W6777046832"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Artificial":[0],"intelligence":[1],"(AI)":[2],"cameras":[3],"are":[4,64,73],"edge":[5,62],"devices":[6,63],"with":[7,34,121],"embedded":[8],"graphics":[9],"processing":[10],"units":[11],"that":[12,187],"can":[13,28,114],"run":[14],"lightweight":[15],"deep":[16,141],"learning":[17,142],"models.":[18],"In":[19,79],"traffic":[20,23,26,176],"management":[21,94,107],"applications,":[22,150],"flow":[24],"and":[25,40,57,106,118,133,151,179],"incidents":[27],"be":[29,69,84],"detected":[30,42],"from":[31],"roadside":[32],"images":[33],"the":[35,48,52,137,145,153,166],"use":[36,53],"of":[37,54,126,140,148,155,165,192],"AI":[38,77,92,110],"cameras,":[39],"only":[41],"high-level":[43],"information":[44],"is":[45,96],"sent":[46],"to":[47,50,75,174],"server":[49,58],"minimize":[51],"network":[55],"bandwidth":[56],"resources.":[59],"However,":[60],"because":[61],"computationally":[65],"limited,":[66],"models":[67,178],"should":[68],"optimized":[70],"before":[71],"they":[72],"deployed":[74],"these":[76],"cameras.":[78],"addition,":[80],"environment-related":[81],"parameters":[82],"must":[83],"configured":[85],"appropriately":[86],"after":[87],"model":[88,116],"deployment.":[89],"Thus,":[90],"an":[91],"camera":[93],"system":[95,108,113,128,168,189],"required.":[97],"Consequently,":[98],"in":[99],"this":[100,112,127,188],"study,":[101],"we":[102],"designed":[103],"a":[104,159],"deployment":[105,139],"for":[109],"cameras;":[111],"perform":[115],"optimization":[117],"parameter":[119],"configuration":[120,147],"ease.":[122],"The":[123,163,183],"main":[124],"functions":[125],"involve":[129],"1)":[130],"automatic":[131],"modeling":[132],"code":[134],"transfer,":[135],"2)":[136],"remote":[138,146],"models,":[143],"3)":[144],"relevant":[149],"4)":[152],"presentation":[154],"analytical":[156],"results":[157,185],"on":[158],"graphical":[160],"user":[161],"interface.":[162],"performance":[164],"developed":[167],"was":[169],"investigated":[170],"by":[171],"using":[172],"it":[173],"deploy":[175],"analysis":[177,181],"visualize":[180],"results.":[182],"experimental":[184],"indicate":[186],"achieved":[190],"all":[191],"its":[193],"design":[194],"goals.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
