{"id":"https://openalex.org/W4407783371","doi":"https://doi.org/10.1109/comsnets63942.2025.10885647","title":"Digital Twin-based Dynamic Resource Provisioning Using Deep Q-Network on 6G-enabled Mobile Edge Networks","display_name":"Digital Twin-based Dynamic Resource Provisioning Using Deep Q-Network on 6G-enabled Mobile Edge Networks","publication_year":2025,"publication_date":"2025-01-06","ids":{"openalex":"https://openalex.org/W4407783371","doi":"https://doi.org/10.1109/comsnets63942.2025.10885647"},"language":"en","primary_location":{"id":"doi:10.1109/comsnets63942.2025.10885647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets63942.2025.10885647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on COMmunication Systems and NETworks (COMSNETS)","raw_type":"proceedings-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/A5064690514","display_name":"S. Alex","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Suja A. Alex","raw_affiliation_strings":["St. Xavier&#x2019;s Catholic College of Engineering,Department of Information Technology,Nagercoil,India"],"affiliations":[{"raw_affiliation_string":"St. Xavier&#x2019;s Catholic College of Engineering,Department of Information Technology,Nagercoil,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109536289","display_name":"Neha Singh","orcid":"https://orcid.org/0009-0001-3992-9007"},"institutions":[{"id":"https://openalex.org/I91699865","display_name":"Indian Institute of Management Lucknow","ror":"https://ror.org/05gfjrx96","country_code":"IN","type":"education","lineage":["https://openalex.org/I91699865"]},{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neha Singh","raw_affiliation_strings":["Indian Institute of Information Technology Lucknow,Department of Computer Science,Lucknow,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology Lucknow,Department of Computer Science,Lucknow,India","institution_ids":["https://openalex.org/I91699865","https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035454333","display_name":"Mainak Adhikari","orcid":"https://orcid.org/0000-0003-0647-4656"},"institutions":[{"id":"https://openalex.org/I50557253","display_name":"Indian Institute of Science Education and Research Thiruvananthapuram","ror":"https://ror.org/01pe3t004","country_code":"IN","type":"education","lineage":["https://openalex.org/I50557253"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mainak Adhikari","raw_affiliation_strings":["Indian Institute of Science Education and Research Thiruvananthapuram,School of Data Science,Thiruvananthapuram,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science Education and Research Thiruvananthapuram,School of Data Science,Thiruvananthapuram,India","institution_ids":["https://openalex.org/I50557253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064690514"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0165,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89972709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"774","last_page":"781"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9569000005722046,"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":0.9569000005722046,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.904699981212616,"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/provisioning","display_name":"Provisioning","score":0.7928781509399414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7219869494438171},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5729444622993469},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4789298474788666},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.46172231435775757},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4242442846298218},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2762090563774109},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.07262346148490906}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7928781509399414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7219869494438171},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5729444622993469},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4789298474788666},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.46172231435775757},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4242442846298218},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2762090563774109},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.07262346148490906},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets63942.2025.10885647","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets63942.2025.10885647","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 17th International Conference on COMmunication Systems and NETworks (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5600000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320337495","display_name":"Technology Development","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2792035477","https://openalex.org/W2980048925","https://openalex.org/W2994654853","https://openalex.org/W3003651800","https://openalex.org/W3120633410","https://openalex.org/W3160252142","https://openalex.org/W3172890132","https://openalex.org/W4213138278","https://openalex.org/W4285288357","https://openalex.org/W4312318390","https://openalex.org/W4316038480","https://openalex.org/W4386275616","https://openalex.org/W4389352520","https://openalex.org/W4391621218","https://openalex.org/W4392114379","https://openalex.org/W4394586155","https://openalex.org/W4396881130","https://openalex.org/W4400276954","https://openalex.org/W4402810721","https://openalex.org/W4403937254","https://openalex.org/W4404030984"],"related_works":["https://openalex.org/W4313339048","https://openalex.org/W3176734149","https://openalex.org/W3201779876","https://openalex.org/W3113627641","https://openalex.org/W3191964704","https://openalex.org/W2918879532","https://openalex.org/W3083220997","https://openalex.org/W2885461866","https://openalex.org/W3162654428","https://openalex.org/W2901937988"],"abstract_inverted_index":{"The":[0,61,106],"advancement":[1],"of":[2,11,14,23,73,109,145,169],"Digital":[3],"Twin":[4],"(DT)":[5],"technology":[6,75,171],"has":[7],"enabled":[8],"the":[9,19,71,110,115,121,128,136,167],"creation":[10],"digital":[12],"replicas":[13],"physical":[15],"entitics,":[16],"significantly":[17],"enhancing":[18,180],"functionality":[20],"and":[21,34,76,102,148,160,175],"performance":[22,35,142,184],"mobile":[24,38,87,133,181],"networks.":[25,40],"However,":[26],"this":[27,97],"innovative":[28],"approach":[29],"also":[30],"introduces":[31],"considerable":[32],"overload":[33],"challenges":[36],"for":[37,52],"edge":[39,50,90,122,182],"To":[41],"address":[42],"these":[43],"issucs,":[44],"we":[45],"propose":[46],"a":[47,56],"novel":[48],"DT-enabled":[49],"architecture":[51],"6G-capable":[53],"technology,":[54],"employing":[55],"dynamic":[57],"resource":[58,100,187],"allocation":[59],"strategy.":[60],"proposed":[62,129],"approach,":[63],"termed":[64],"DT-based":[65],"Dynamic":[66],"Resource":[67],"Provisioning":[68],"(DT-DRP),":[69],"leverages":[70],"capabilities":[72,108],"DT":[74,94,137,170],"Decp":[77],"Reinforcement":[78],"Learning":[79],"(DRL)":[80],"to":[81,89,152],"dynamically":[82],"allocate":[83],"incoming":[84],"tasks":[85],"from":[86],"devices":[88,134],"devices.":[91],"An":[92],"intelligent":[93,186],"server":[95],"facilitates":[96],"allocation,":[98],"optimizing":[99],"use":[101],"improving":[103],"network":[104,138],"performance.":[105],"predictive":[107],"framework":[111,131],"are":[112],"validated":[113],"using":[114],"K-Nearest":[116],"Neighbor":[117],"(KNN)":[118],"dlassifier":[119],"at":[120],"network.":[123],"Experimental":[124],"results":[125],"demonstrate":[126],"that":[127],"DT-DRP":[130],"incorporates":[132],"into":[135],"scamlessly,":[139],"achieving":[140],"superior":[141],"in":[143,172,179],"terms":[144],"minimum":[146],"latency":[147],"high":[149],"accuracy":[150],"compared":[151],"bascline":[153],"Q-learning":[154],"algorithms":[155],"across":[156],"two":[157],"medical":[158],"datasets":[159],"various":[161],"exccution":[162],"scenarios.":[163],"This":[164],"research":[165],"underscores":[166],"potential":[168],"6G":[173],"networks":[174],"highlights":[176],"its":[177],"efficacy":[178],"computing":[183],"through":[185],"management.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
