{"id":"https://openalex.org/W4312781300","doi":"https://doi.org/10.1109/tits.2022.3210405","title":"Federated Learning Enabled Credit Priority Task Processing for Transportation Big Data","display_name":"Federated Learning Enabled Credit Priority Task Processing for Transportation Big Data","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4312781300","doi":"https://doi.org/10.1109/tits.2022.3210405"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2022.3210405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3210405","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","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/A5023515207","display_name":"Guangjun Wu","orcid":"https://orcid.org/0000-0002-2537-2906"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guangjun Wu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","Zhongguancun Laboratory, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Zhongguancun Laboratory, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101799637","display_name":"Jun Li","orcid":"https://orcid.org/0000-0003-1089-3685"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["School of Cyber Security, University of Chinese Academy Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security, University of Chinese Academy Sciences, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034529593","display_name":"Zhaolong Ning","orcid":"https://orcid.org/0000-0002-7870-5524"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaolong Ning","raw_affiliation_strings":["School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101746910","display_name":"Yong Wang","orcid":"https://orcid.org/0000-0002-6960-5257"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Wang","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100406156","display_name":"Binbin Li","orcid":"https://orcid.org/0000-0001-5073-7746"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binbin Li","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5023515207"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"],"apc_list":null,"apc_paid":null,"fwci":2.069,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88988955,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"25","issue":"1","first_page":"839","last_page":"849"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9973999857902527,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9973999857902527,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9742000102996826,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.8264516592025757},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5793941020965576},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5707269310951233},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5333229303359985},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5298355221748352},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5162789225578308},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47353145480155945},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.43244698643684387},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.427094042301178},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41096219420433044},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.38091298937797546},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3154132068157196},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3083897829055786},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15134382247924805},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1142016053199768},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0892883837223053}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8264516592025757},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5793941020965576},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5707269310951233},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5333229303359985},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5298355221748352},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5162789225578308},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47353145480155945},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.43244698643684387},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.427094042301178},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41096219420433044},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.38091298937797546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3154132068157196},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3083897829055786},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15134382247924805},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1142016053199768},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0892883837223053},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2022.3210405","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2022.3210405","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G1696465576","display_name":null,"funder_award_id":"cstc2021ycjh-bgzxm0039","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G1845115381","display_name":null,"funder_award_id":"61971084","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5946394971","display_name":null,"funder_award_id":"2021YFB3101305","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G667839605","display_name":null,"funder_award_id":"2021YFB3101503","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8300213929","display_name":null,"funder_award_id":"61931019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8515844846","display_name":null,"funder_award_id":"cstc2021jcyj-msxmX0031","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2287736905","https://openalex.org/W2292548112","https://openalex.org/W2593769694","https://openalex.org/W2739611732","https://openalex.org/W2789986657","https://openalex.org/W2802508687","https://openalex.org/W2900892061","https://openalex.org/W2910603649","https://openalex.org/W2912358421","https://openalex.org/W2955979265","https://openalex.org/W2964314709","https://openalex.org/W2997370631","https://openalex.org/W3004051486","https://openalex.org/W3004589281","https://openalex.org/W3032887362","https://openalex.org/W3049282540","https://openalex.org/W3094593199","https://openalex.org/W3116067625","https://openalex.org/W3118387413","https://openalex.org/W3133434317","https://openalex.org/W3137017601","https://openalex.org/W3139312002","https://openalex.org/W3157891444","https://openalex.org/W3162156162","https://openalex.org/W3162980503","https://openalex.org/W3202123227","https://openalex.org/W3203682130","https://openalex.org/W3208670052","https://openalex.org/W4206551672","https://openalex.org/W6728757088"],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W3154796165","https://openalex.org/W2994939960","https://openalex.org/W3042990279","https://openalex.org/W4377971464"],"abstract_inverted_index":{"Due":[0],"to":[1,15,51,63,148],"the":[2,20,65,101,128,134,150,184,188],"epidemic":[3],"COVID-19":[4],"spread":[5],"and":[6,60,71,94,106,132,162,170,176,194,201],"Intelligent":[7],"Transportation":[8,22],"System":[9],"(ITS)":[10],"development,":[11],"investigators":[12],"are":[13],"now":[14],"conduct":[16],"their":[17],"research":[18],"over":[19],"generated":[21],"Big":[23],"Data":[24],"(TBD)":[25],"in":[26],"many":[27],"critical":[28],"areas,":[29],"such":[30],"as":[31,36,38],"medical":[32],"supplies,":[33,35],"food":[34],"well":[37],"logistics":[39],"supplies.":[40],"At":[41],"present,":[42],"Vehicular":[43],"Edge":[44],"Computing":[45],"(VEC)":[46],"is":[47],"an":[48],"emerging":[49],"paradigm":[50],"integrate":[52],"resources":[53,173],"from":[54],"vehicles,":[55],"road-site":[56],"units,":[57],"base":[58],"stations,":[59],"cloud":[61],"center":[62],"promote":[64],"performance":[66],"of":[67,103,130],"TBD":[68,80,198],"tasks":[69,169,199],"scheduling":[70,93,200],"running.":[72,95,202],"In":[73,96],"this":[74],"paper,":[75],"we":[76,99],"design":[77],"a":[78,85,113,144],"three-layered":[79],"task":[81,92,104,145,156,178],"processing":[82],"architecture":[83],"with":[84,119],"federated":[86,115],"learning":[87,116],"mechanism":[88,186],"for":[89,137,153,174,197],"credit":[90,123,139,154],"priority-based":[91],"our":[97],"design,":[98],"consider":[100],"efficiency":[102,193],"offloading":[105,146,157],"misbehavior":[107],"attack":[108,195],"problems":[109],"simultaneously.":[110],"We":[111,141],"propose":[112,143],"vehicular":[114,138],"framework":[117],"combined":[118],"Multi-Layer":[120],"Perceptron":[121],"(MLP)":[122],"measurement,":[124],"which":[125],"can":[126,167],"preserve":[127],"privacy":[129],"vehicles":[131],"obtain":[133],"related":[135],"features":[136],"prediction.":[140],"also":[142],"algorithm":[147],"solve":[149],"optimization":[151],"problem":[152],"priority":[155],"between":[158],"edge":[159],"computing":[160],"servers":[161],"vehicles.":[163],"The":[164],"proposed":[165,185],"solution":[166],"prioritize":[168],"assign":[171],"sufficient":[172],"reliable":[175],"active":[177],"requesters.":[179],"Experimental":[180],"results":[181],"expose":[182],"that":[183],"outperforms":[187],"state-of-the-art":[189],"solutions":[190],"when":[191],"considering":[192],"simultaneously":[196]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
