{"id":"https://openalex.org/W4289821556","doi":"https://doi.org/10.1109/tvt.2022.3195571","title":"Data-Representation Aware Resource Scheduling for Edge Intelligence","display_name":"Data-Representation Aware Resource Scheduling for Edge Intelligence","publication_year":2022,"publication_date":"2022-08-05","ids":{"openalex":"https://openalex.org/W4289821556","doi":"https://doi.org/10.1109/tvt.2022.3195571"},"language":"en","primary_location":{"id":"doi:10.1109/tvt.2022.3195571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3195571","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","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/A5085349558","display_name":"Zhi Zeng","orcid":"https://orcid.org/0009-0001-6462-8118"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Zeng","raw_affiliation_strings":["School of Electronic, Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic, Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100390907","display_name":"Yuan Liu","orcid":"https://orcid.org/0000-0002-9447-0219"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Liu","raw_affiliation_strings":["School of Electronic, Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9447-0219","affiliations":[{"raw_affiliation_string":"School of Electronic, Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040805393","display_name":"Weijun Tang","orcid":"https://orcid.org/0000-0002-0623-8867"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijun Tang","raw_affiliation_strings":["School of Electronic, Information Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-0623-8867","affiliations":[{"raw_affiliation_string":"School of Electronic, Information Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":1.0688,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77664622,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"71","issue":"12","first_page":"13372","last_page":"13376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9993000030517578,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9993000030517578,"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/T13553","display_name":"Age of Information Optimization","score":0.9966999888420105,"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":0.9905999898910522,"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/computer-science","display_name":"Computer science","score":0.8016756176948547},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.6942621469497681},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.633354902267456},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4440622925758362},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4345184862613678},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.43088245391845703},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40674346685409546},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.17288446426391602},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10726046562194824}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8016756176948547},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.6942621469497681},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.633354902267456},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4440622925758362},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4345184862613678},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.43088245391845703},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40674346685409546},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.17288446426391602},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10726046562194824},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/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/tvt.2022.3195571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvt.2022.3195571","pdf_url":null,"source":{"id":"https://openalex.org/S10936095","display_name":"IEEE Transactions on Vehicular Technology","issn_l":"0018-9545","issn":["0018-9545","1939-9359"],"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 Vehicular Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1846892462","display_name":null,"funder_award_id":"U2001210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3481872575","display_name":null,"funder_award_id":"U1701265","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7439901607","display_name":"\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u591a\u7ef4\u534f\u540c\u673a\u5236\u7814\u7a76","funder_award_id":"61971196","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2624989916","https://openalex.org/W2955338161","https://openalex.org/W2962883549","https://openalex.org/W2963684920","https://openalex.org/W2979359324","https://openalex.org/W3004277316","https://openalex.org/W3027223193","https://openalex.org/W3036749975","https://openalex.org/W3088171318","https://openalex.org/W3120614079","https://openalex.org/W4206723194"],"related_works":["https://openalex.org/W2944823289","https://openalex.org/W2003209439","https://openalex.org/W4321854979","https://openalex.org/W3037018281","https://openalex.org/W2358319515","https://openalex.org/W2972592048","https://openalex.org/W4312214821","https://openalex.org/W4361862506","https://openalex.org/W2497626292","https://openalex.org/W3169941283"],"abstract_inverted_index":{"As":[0],"a":[1,51,69],"large":[2],"amount":[3],"of":[4,10,109,125],"real-time":[5],"data":[6,21,45,59,71,76,88,110],"generated":[7],"by":[8,48],"billions":[9],"mobile":[11],"devices":[12,80],"nowadays,":[13],"how":[14],"to":[15,22,24,37,42,55,83,94],"efficiently":[16],"upload":[17],"and":[18],"process":[19],"these":[20],"server":[23,92],"realize":[25],"ubiquitous":[26],"intelligence":[27],"at":[28],"network":[29],"edge":[30],"is":[31,36,54,103],"critical.":[32],"A":[33,100],"key":[34],"challenge":[35],"use":[38],"limited":[39],"radio":[40],"resources":[41],"transmit":[43,84],"massive":[44],"samples.":[46,111],"Motivated":[47],"active":[49],"learning,":[50],"communication-efficient":[52],"way":[53],"select":[56],"most":[57,86],"informative":[58],"samples":[60],"for":[61,105],"model":[62],"training.":[63],"In":[64],"this":[65],"article,":[66],"we":[67],"develop":[68],"new":[70],"scheduling":[72,101],"scheme":[73,102,119],"based":[74],"on":[75],"representation.":[77],"Specifically,":[78],"the":[79,85,91,96,117,123],"would":[81],"like":[82],"representative":[87,98],"samples,":[89],"while":[90],"prefers":[93],"schedule":[95],"least":[97],"ones.":[99],"designed":[104],"such":[106],"value":[107],"asymmetry":[108],"The":[112],"experimental":[113],"results":[114],"demonstrate":[115],"that":[116],"proposed":[118],"can":[120],"significantly":[121],"improve":[122],"performance":[124],"machine":[126],"learning.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
