{"id":"https://openalex.org/W3148370035","doi":"https://doi.org/10.1109/mnet.011.1900336","title":"A Linear NAS Service of ConvNets for Fast Deployment in the Edge of 5G Networks","display_name":"A Linear NAS Service of ConvNets for Fast Deployment in the Edge of 5G Networks","publication_year":2021,"publication_date":"2021-03-01","ids":{"openalex":"https://openalex.org/W3148370035","doi":"https://doi.org/10.1109/mnet.011.1900336","mag":"3148370035"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.011.1900336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.011.1900336","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5038618940","display_name":"Jihe Wang","orcid":"https://orcid.org/0000-0003-0499-0999"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jihe Wang","raw_affiliation_strings":["Northwestern Polytechnical University and the Ministry of Education, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University and the Ministry of Education, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103170203","display_name":"Jiaxiang Zhao","orcid":"https://orcid.org/0009-0002-3404-8400"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxiang Zhao","raw_affiliation_strings":["Northwestern Polytechnical University and the Ministry of Education, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University and the Ministry of Education, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078828403","display_name":"Jianfeng An","orcid":"https://orcid.org/0000-0001-6559-1196"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng An","raw_affiliation_strings":["Northwestern Polytechnical University and National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University and National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003409994","display_name":"Danghui Wang","orcid":"https://orcid.org/0000-0002-2783-9987"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danghui Wang","raw_affiliation_strings":["Northwestern Polytechnical University and National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University and National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083330935","display_name":"Meikang Qiu","orcid":"https://orcid.org/0000-0002-1004-0140"},"institutions":[{"id":"https://openalex.org/I206651237","display_name":"East Texas A&M University","ror":"https://ror.org/01red3556","country_code":"US","type":"education","lineage":["https://openalex.org/I206651237"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meikang Qiu","raw_affiliation_strings":["Texas A&M University Commerce"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University Commerce","institution_ids":["https://openalex.org/I206651237"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1603,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49507458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"35","issue":"2","first_page":"46","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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":0.9994000196456909,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9962999820709229,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8309759497642517},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6825445890426636},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6085618138313293},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5902215838432312},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5452890396118164},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5394369959831238},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5262712240219116},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5098301768302917},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5085548162460327},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.480907678604126},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.46043601632118225},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4379040002822876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1814877986907959},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14447417855262756},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11973834037780762}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8309759497642517},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6825445890426636},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6085618138313293},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5902215838432312},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5452890396118164},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5394369959831238},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5262712240219116},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5098301768302917},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5085548162460327},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.480907678604126},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.46043601632118225},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4379040002822876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1814877986907959},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14447417855262756},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11973834037780762},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.011.1900336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.011.1900336","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2163605009","https://openalex.org/W2612445135","https://openalex.org/W2618530766","https://openalex.org/W2730405534","https://openalex.org/W2810075754","https://openalex.org/W2891148312","https://openalex.org/W2951104886","https://openalex.org/W2953604046","https://openalex.org/W2962746461","https://openalex.org/W2962847160","https://openalex.org/W2963125010","https://openalex.org/W2963918968","https://openalex.org/W2964081807","https://openalex.org/W2964259004","https://openalex.org/W2964299589","https://openalex.org/W2967733054","https://openalex.org/W2968984153","https://openalex.org/W4297775537","https://openalex.org/W6752515464","https://openalex.org/W6756887525","https://openalex.org/W6757204547","https://openalex.org/W6766225098"],"related_works":["https://openalex.org/W3181407718","https://openalex.org/W3189674571","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313463218","https://openalex.org/W4312996489","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W3106131444","https://openalex.org/W3216099748"],"abstract_inverted_index":{"The":[0,39,176,204],"5G":[1,78],"network":[2,10,24,62,73,87,114,135,164,191,234],"brings":[3],"about":[4],"significant":[5],"convenience":[6],"in":[7,44,76],"deploying":[8],"neural":[9,23,72],"models":[11,63],"to":[12,59,80,99,131,153,170,200,206],"edge":[13,152],"devices.":[14],"However,":[15],"the":[16,19,29,33,36,45,50,54,77,86,91,101,110,120,133,149,163,172,186,190,201,207,213,223,226,232,241],"flexibility":[17],"challenges":[18],"current":[20],"generation":[21],"of":[22,49,85,113,119,174,189,222,240],"architectures":[25],"that":[26,109,146,212],"seldom":[27],"involve":[28],"target":[30,51,159],"platform":[31],"as":[32,166,168],"bounds":[34],"during":[35,53],"structure":[37],"searching.":[38],"difficult":[40],"deployment":[41,205],"is":[42,107],"rooted":[43],"hidden":[46],"resource":[47],"provision":[48,173],"devices":[52],"SW/HW":[55,143],"joint":[56],"tuning,":[57],"leading":[58],"mismatching":[60],"between":[61],"and":[64,151,197,220],"system":[65],"configuration.":[66],"This":[67],"work":[68],"proposes":[69],"a":[70,82,142,194],"scalable":[71,183],"search":[74,137,184,228],"service":[75],"environment":[79],"support":[81],"continuous":[83,104],"knob":[84],"scales,":[88],"by":[89],"which":[90,126],"channel":[92],"groups":[93],"can":[94,127],"overlap":[95],"with":[96,103,181,236],"each":[97],"other":[98],"share":[100],"features":[102],"coverage.":[105],"It":[106],"proved":[108],"proposed":[111,202,214],"dimension":[112],"scaling":[115],"provides":[116],"good":[117],"predictability":[118],"model":[121,192],"performance":[122],"on":[123,158],"specific":[124],"platforms,":[125,160],"be":[128],"further":[129],"utilized":[130],"simplify":[132],"regular":[134],"architectural":[136],"procedures.":[138],"Then":[139],"we":[140],"design":[141],"co-design":[144],"workflow":[145,229],"involves":[147],"both":[148,218],"cloud":[150],"fully":[154],"utilize":[155],"computing":[156],"resources":[157],"meanwhile":[161],"keeping":[162],"size":[165,221],"small":[167],"possible":[169],"save":[171],"resources.":[175],"experimental":[177],"results":[178],"show":[179],"that,":[180],"our":[182],"service,":[185],"key":[187],"metrics":[188],"enjoy":[193],"continuous,":[195],"monotonic,":[196],"linear":[198],"function":[199],"hyper-parameter.":[203],"Raspberry":[208],"Pi":[209],"board":[210],"shows":[211],"method":[215],"accurately":[216],"controls":[217],"precision":[219],"models;":[224],"meanwhile,":[225],"corresponding":[227],"successfully":[230],"finds":[231],"proper":[233],"scales":[235],"65":[237],"percent":[238],"reduction":[239],"NAS":[242],"routines.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
