{"id":"https://openalex.org/W4402124701","doi":"https://doi.org/10.1109/access.2024.3452797","title":"DRL-Based Dynamic Resource Configuration and Optimization for B5G Network Slicing","display_name":"DRL-Based Dynamic Resource Configuration and Optimization for B5G Network Slicing","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402124701","doi":"https://doi.org/10.1109/access.2024.3452797"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3452797","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3452797","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3452797","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089558999","display_name":"Kangxu Tian","orcid":"https://orcid.org/0009-0008-7577-2570"},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kangxu Tian","raw_affiliation_strings":["School of Information Engineering, Shenyang University of Chemical Technology, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shenyang University of Chemical Technology, Shenyang, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101482250","display_name":"Yitian Wang","orcid":"https://orcid.org/0000-0003-3064-1020"},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yitian Wang","raw_affiliation_strings":["School of Information Engineering, Shenyang University of Chemical Technology, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shenyang University of Chemical Technology, Shenyang, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062426946","display_name":"Duotao Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Duotao Pan","raw_affiliation_strings":["School of Information Engineering, Shenyang University of Chemical Technology, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shenyang University of Chemical Technology, Shenyang, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101133256","display_name":"Decheng Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Decheng Yuan","raw_affiliation_strings":["School of Information Engineering, Shenyang University of Chemical Technology, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shenyang University of Chemical Technology, Shenyang, China","institution_ids":["https://openalex.org/I48780066"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089558999"],"corresponding_institution_ids":["https://openalex.org/I48780066"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.8383,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91337295,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"120864","last_page":"120876"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998000264167786,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998000264167786,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9961000084877014,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9940999746322632,"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/slicing","display_name":"Slicing","score":0.7835156917572021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7529023885726929},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4471549689769745},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42373374104499817},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2530960142612457},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.06916317343711853}],"concepts":[{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.7835156917572021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7529023885726929},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4471549689769745},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42373374104499817},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2530960142612457},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.06916317343711853}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3452797","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3452797","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c6f29c7c28184a2caa0ad77098100f81","is_oa":true,"landing_page_url":"https://doaj.org/article/c6f29c7c28184a2caa0ad77098100f81","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 120864-120876 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3452797","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3452797","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2022841391","https://openalex.org/W2612074600","https://openalex.org/W2746553466","https://openalex.org/W2773933657","https://openalex.org/W2884762127","https://openalex.org/W2900804979","https://openalex.org/W2963035503","https://openalex.org/W2963863328","https://openalex.org/W2998316403","https://openalex.org/W3004968144","https://openalex.org/W3006375908","https://openalex.org/W3016185400","https://openalex.org/W3035695040","https://openalex.org/W3137633085","https://openalex.org/W3193630371","https://openalex.org/W4206177852","https://openalex.org/W4206799785","https://openalex.org/W4210788707","https://openalex.org/W4223424080","https://openalex.org/W4280633437","https://openalex.org/W4312697997","https://openalex.org/W4328027507","https://openalex.org/W4353071173","https://openalex.org/W4381745005","https://openalex.org/W4383466386","https://openalex.org/W4385625691","https://openalex.org/W4386352685","https://openalex.org/W4388534728","https://openalex.org/W4388807198","https://openalex.org/W4392121678","https://openalex.org/W4394711675","https://openalex.org/W6677067356","https://openalex.org/W6685444567"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"To":[0,67],"effectively":[1],"address":[2],"the":[3,10,31,42,81,103,107,111,124,128,132,137,143,147,159,170],"heterogeneous":[4],"service":[5],"requirements":[6],"of":[7,34,55,106,146,169],"diverse":[8],"users,":[9],"Fifth":[11],"Generation":[12],"(5G)":[13],"has":[14],"introduced":[15],"network":[16,27,39,129],"slicing":[17,40],"technology,":[18],"which":[19],"partitions":[20],"physical":[21],"resources":[22,51],"into":[23,96],"multiple":[24],"virtual":[25],"end-to-end":[26],"slices,":[28],"allowing":[29],"for":[30],"dynamic":[32],"allocation":[33,122,145],"these":[35],"slices.":[36,130],"However,":[37],"integrating":[38],"with":[41],"5G":[43,82],"New":[44],"Radio":[45],"(NR)":[46],"frame":[47],"structure":[48],"and":[49,167],"allocating":[50],"to":[52,91,119,127,141,157],"meet":[53],"Quality":[54],"Service":[56],"(QoS)":[57],"requirements,":[58],"while":[59],"ensuring":[60],"user":[61,93],"fairness,":[62],"remains":[63],"a":[64,71],"challenging":[65],"task.":[66],"tackle":[68],"this":[69],"challenge,":[70],"double":[72],"layer":[73,105],"resource":[74,121,144],"configuration":[75],"framework":[76],"is":[77,89,173],"proposed":[78,171],"based":[79],"on":[80],"NR":[83],"standard.":[84],"Subsequently,":[85],"an":[86],"optimization":[87],"problem":[88],"formulated":[90],"maximize":[92],"satisfaction":[94],"taking":[95],"account":[97],"their":[98],"distinctive":[99],"QoS":[100],"requirements.":[101],"In":[102,131],"upper":[104],"framework,":[108],"we":[109,135],"leverage":[110],"Dueling":[112],"Double":[113,160],"Deep":[114],"Q":[115],"Network":[116],"(D3QN)":[117],"algorithm":[118,172],"optimize":[120,142],"from":[123],"base":[125],"station":[126],"lower":[133],"layer,":[134],"employ":[136],"parameter":[138],"tuning":[139],"method":[140],"users":[148],"within":[149],"each":[150],"slice.":[151],"These":[152],"two":[153],"steps":[154],"are":[155],"combined":[156],"form":[158],"Layer":[161],"Distribution-D3QN":[162],"(DLD-D3QN)":[163],"algorithm.":[164],"The":[165],"effectiveness":[166],"superiority":[168],"demonstrated":[174],"through":[175],"extensive":[176],"simulations.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-03-24T08:02:53.985720","created_date":"2025-10-10T00:00:00"}