{"id":"https://openalex.org/W4403278707","doi":"https://doi.org/10.1109/tnsm.2024.3476480","title":"Federated Policy Distillation for Digital Twin-Enabled Intelligent Resource Trading in 5G Network Slicing","display_name":"Federated Policy Distillation for Digital Twin-Enabled Intelligent Resource Trading in 5G Network Slicing","publication_year":2024,"publication_date":"2024-10-09","ids":{"openalex":"https://openalex.org/W4403278707","doi":"https://doi.org/10.1109/tnsm.2024.3476480"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2024.3476480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2024.3476480","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","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/A5020282335","display_name":"Daniel Ayepah-Mensah","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Daniel Ayepah-Mensah","raw_affiliation_strings":["School of Computer Science and Engineering and the National Key Laboratory of Intelligent Collaborative Computing at the University of Electronic Science and Technology of China, Chengdu, China","National Key Laboratory for Intelligent Collaborative Computing, University of Electronic Science and Technology of China (UESTC), Chengdu, -China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and the National Key Laboratory of Intelligent Collaborative Computing at the University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"National Key Laboratory for Intelligent Collaborative Computing, University of Electronic Science and Technology of China (UESTC), Chengdu, -China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091755158","display_name":"Guolin Sun","orcid":"https://orcid.org/0000-0001-9754-7261"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guolin Sun","raw_affiliation_strings":["School of Computer Science and Engineering and the National Key Laboratory of Intelligent Collaborative Computing at the University of Electronic Science and Technology of China, Chengdu, China","National Key Laboratory for Intelligent Collaborative Computing, University of Electronic Science and Technology of China (UESTC), Chengdu, -China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and the National Key Laboratory of Intelligent Collaborative Computing at the University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"National Key Laboratory for Intelligent Collaborative Computing, University of Electronic Science and Technology of China (UESTC), Chengdu, -China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004399713","display_name":"Gordon Owusu Boateng","orcid":"https://orcid.org/0000-0002-7923-367X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gordon Owusu Boateng","raw_affiliation_strings":["School of Information and Communication Engineering, University Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003393482","display_name":"Guisong Liu","orcid":"https://orcid.org/0000-0003-2360-0466"},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guisong Liu","raw_affiliation_strings":["School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu, China","School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu, -China"],"affiliations":[{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu, China","institution_ids":["https://openalex.org/I204831749"]},{"raw_affiliation_string":"School of Computing and Artificial Intelligence, Southwestern University of Finance and Economics, Chengdu, -China","institution_ids":["https://openalex.org/I204831749"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020282335"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.349,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6196924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"22","issue":"1","first_page":"361","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9007999897003174,"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":0.9007999897003174,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8562469482421875},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.6993498802185059},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5655975341796875},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.5382788777351379},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5105408430099487},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4722667932510376},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4162366986274719},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.36481910943984985},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2243691086769104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8562469482421875},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.6993498802185059},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5655975341796875},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.5382788777351379},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5105408430099487},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4722667932510376},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4162366986274719},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36481910943984985},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2243691086769104},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2024.3476480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2024.3476480","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4432350638","display_name":null,"funder_award_id":"DZKJDX2021020005","funder_id":"https://openalex.org/F4320336639","funder_display_name":"Yibin Science and Technology Planning Program"},{"id":"https://openalex.org/G60673156","display_name":null,"funder_award_id":"62376228","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6114932493","display_name":null,"funder_award_id":"61771098","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"},{"id":"https://openalex.org/F4320336639","display_name":"Yibin Science and Technology Planning Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2094065433","https://openalex.org/W2799996045","https://openalex.org/W2902656632","https://openalex.org/W2918735386","https://openalex.org/W2959116526","https://openalex.org/W2970759804","https://openalex.org/W2989178978","https://openalex.org/W3011114555","https://openalex.org/W3011857286","https://openalex.org/W3025869479","https://openalex.org/W3033870971","https://openalex.org/W3058760796","https://openalex.org/W3094736543","https://openalex.org/W3115726903","https://openalex.org/W3130077850","https://openalex.org/W3132218710","https://openalex.org/W3140854437","https://openalex.org/W3164201162","https://openalex.org/W3184127157","https://openalex.org/W3200332461","https://openalex.org/W3209687765","https://openalex.org/W3217596786","https://openalex.org/W4210291334","https://openalex.org/W4229446032","https://openalex.org/W4235133586","https://openalex.org/W4280632860","https://openalex.org/W4285112846","https://openalex.org/W4285238599","https://openalex.org/W4285819283","https://openalex.org/W4289822452","https://openalex.org/W4291652904","https://openalex.org/W4296913260","https://openalex.org/W4323354117","https://openalex.org/W4327767764","https://openalex.org/W4366492990","https://openalex.org/W4376456343","https://openalex.org/W4382657745","https://openalex.org/W4385245566","https://openalex.org/W6732837357","https://openalex.org/W6745537798"],"related_works":["https://openalex.org/W2393746923","https://openalex.org/W2972496411","https://openalex.org/W4239223006","https://openalex.org/W3033662781","https://openalex.org/W2137530048","https://openalex.org/W2360869927","https://openalex.org/W2050876785","https://openalex.org/W2074642116","https://openalex.org/W3164401656","https://openalex.org/W2392031372"],"abstract_inverted_index":{"Resource":[0],"sharing":[1],"in":[2],"radio":[3],"access":[4],"networks":[5],"(RAN)":[6],"can":[7,95,196],"be":[8],"conceptualized":[9],"as":[10,33],"a":[11,50,109,116,133,179],"resource":[12,57,64,112,140,164,199,224],"trading":[13,113,165],"process":[14],"between":[15,87,187],"infrastructure":[16],"providers":[17],"(InPs)":[18],"and":[19,35,56,62,77,91,124,153,172,189,201,217,226,232,237],"multiple":[20,122],"mobile":[21],"virtual":[22],"network":[23,30],"operators":[24],"(MVNO),":[25],"where":[26,142],"InPs":[27,123,188],"lease":[28],"essential":[29],"resources,":[31],"such":[32],"spectrum":[34],"infrastructure,":[36],"to":[37,54,73,97,102,161,182,191,205,243],"MVNOs.":[38],"Given":[39],"the":[40,85,88,169,176,184,214,235,240],"dynamic":[41,185],"nature":[42],"of":[43,239],"RANs,":[44],"deep":[45],"reinforcement":[46],"learning":[47],"(DRL)":[48],"is":[49],"more":[51],"suitable":[52],"approach":[53],"decision-making":[55],"optimization":[58],"that":[59,167],"ensures":[60],"adaptive":[61],"efficient":[63],"allocation":[65,225],"strategies.":[66,228],"In":[67,83,210],"RAN":[68],"slicing,":[69],"DRL":[70],"struggles":[71],"due":[72],"imbalanced":[74],"data":[75,246],"distribution":[76],"reliance":[78],"on":[79,127],"high-quality":[80,207],"training":[81,208],"data.":[82,209],"addition,":[84,211],"trade-off":[86],"global":[89,173],"solution":[90],"individual":[92],"agent":[93],"goals":[94],"lead":[96],"oscillatory":[98],"behavior,":[99],"preventing":[100],"convergence":[101],"an":[103,244],"optimal":[104,170],"solution.":[105,174],"Therefore,":[106],"we":[107,131],"propose":[108],"collaborative":[110],"intelligent":[111],"framework":[114,242],"with":[115],"graph-based":[117,180],"digital":[118],"twin":[119],"(DT)":[120],"for":[121,139],"MVNOs":[125,190],"based":[126],"Federated":[128],"DRL.":[129],"First,":[130],"present":[132],"customized":[134],"mutual":[135,157],"policy":[136],"distillation":[137,158],"scheme":[138],"trading,":[141],"complex":[143],"MVNO":[144,204],"teacher":[145],"policies":[146],"are":[147],"distilled":[148],"into":[149],"InP":[150],"student":[151],"models":[152],"vice":[154],"versa.":[155],"This":[156],"encourages":[159],"collaboration":[160],"achieve":[162],"personalized":[163],"decisions":[166],"reach":[168],"local":[171],"Second,":[175],"DT":[177,195,212],"uses":[178],"model":[181],"capture":[183],"interactions":[186],"improve":[192],"resource-trade":[193],"decisions.":[194],"accurately":[197],"predict":[198],"prices":[200],"demand":[202],"from":[203],"provide":[206],"identifies":[213],"underlying":[215],"patterns":[216],"trends":[218],"through":[219],"advanced":[220],"analytics,":[221],"enabling":[222],"proactive":[223],"pricing":[227],"The":[229],"simulation":[230],"results":[231],"analysis":[233],"confirm":[234],"effectiveness":[236],"robustness":[238],"proposed":[241],"unbalanced":[245],"distribution.":[247]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2024-10-10T00:00:00"}