{"id":"https://openalex.org/W4410228957","doi":"https://doi.org/10.1109/wcnc61545.2025.10978559","title":"Intelligent Task Offloading: Advanced MEC Task Offloading and Resource Management in 5G Networks","display_name":"Intelligent Task Offloading: Advanced MEC Task Offloading and Resource Management in 5G Networks","publication_year":2025,"publication_date":"2025-03-24","ids":{"openalex":"https://openalex.org/W4410228957","doi":"https://doi.org/10.1109/wcnc61545.2025.10978559"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc61545.2025.10978559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5028054660","display_name":"Alireza Ebrahimi","orcid":"https://orcid.org/0000-0002-9088-9709"},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alireza Ebrahimi","raw_affiliation_strings":["Clemson University,Department of Electrical and Computer Engineering,Clemson,USA"],"affiliations":[{"raw_affiliation_string":"Clemson University,Department of Electrical and Computer Engineering,Clemson,USA","institution_ids":["https://openalex.org/I8078737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035395012","display_name":"Fatemeh Afghah","orcid":"https://orcid.org/0000-0002-2315-1173"},"institutions":[{"id":"https://openalex.org/I8078737","display_name":"Clemson University","ror":"https://ror.org/037s24f05","country_code":"US","type":"education","lineage":["https://openalex.org/I8078737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fatemeh Afghah","raw_affiliation_strings":["Clemson University,Department of Electrical and Computer Engineering,Clemson,USA"],"affiliations":[{"raw_affiliation_string":"Clemson University,Department of Electrical and Computer Engineering,Clemson,USA","institution_ids":["https://openalex.org/I8078737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028054660"],"corresponding_institution_ids":["https://openalex.org/I8078737"],"apc_list":null,"apc_paid":null,"fwci":17.1317,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.99094088,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9054999947547913,"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":0.9054999947547913,"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":0.775251567363739},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7150566577911377},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.6002929210662842},{"id":"https://openalex.org/keywords/task-management","display_name":"Task management","score":0.514758825302124},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48115742206573486},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4109460115432739},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3443250060081482},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08557581901550293},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07483595609664917}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.775251567363739},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7150566577911377},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.6002929210662842},{"id":"https://openalex.org/C2780021488","wikidata":"https://www.wikidata.org/wiki/Q759682","display_name":"Task management","level":3,"score":0.514758825302124},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48115742206573486},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4109460115432739},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3443250060081482},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08557581901550293},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07483595609664917}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc61545.2025.10978559","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc61545.2025.10978559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2114623221","https://openalex.org/W2808381205","https://openalex.org/W2963035503","https://openalex.org/W2963060851","https://openalex.org/W3012021692","https://openalex.org/W3088084782","https://openalex.org/W3116994363","https://openalex.org/W3137501867","https://openalex.org/W3163488673","https://openalex.org/W4285167612","https://openalex.org/W4289824812","https://openalex.org/W4290996478","https://openalex.org/W4290997040","https://openalex.org/W4312924633","https://openalex.org/W4328053906","https://openalex.org/W4382119781","https://openalex.org/W4386243274","https://openalex.org/W4389474279","https://openalex.org/W4390823245","https://openalex.org/W4392152323","https://openalex.org/W4393380340"],"related_works":["https://openalex.org/W2408144987","https://openalex.org/W1564680838","https://openalex.org/W2138260944","https://openalex.org/W2394534730","https://openalex.org/W2066180340","https://openalex.org/W588853005","https://openalex.org/W2151342429","https://openalex.org/W2394465510","https://openalex.org/W1758813645","https://openalex.org/W2003125260"],"abstract_inverted_index":{"5G":[0,93,150,214],"technology":[1],"enhances":[2],"industries":[3],"with":[4],"highspeed,":[5],"reliable,":[6],"low-latency":[7],"communication,":[8],"revolutionizing":[9],"mobile":[10],"broadband":[11],"and":[12,38,68,82,101,127,171,201],"supporting":[13],"massive":[14],"IoT":[15],"connectivity.":[16],"With":[17],"the":[18,55,58,110,118,131,135,191,198],"increasing":[19],"complexity":[20],"of":[21,120,138],"applications":[22],"on":[23,190],"User":[24],"Equipment":[25],"(UE),":[26],"offloading":[27,67],"resource-intensive":[28],"tasks":[29,52],"to":[30,54,64,77,114,130,185],"robust":[31,126],"servers":[32],"is":[33,117,145],"essential":[34],"for":[35,60,164,181],"improving":[36],"latency":[37,169],"speed.":[39],"The":[40,142,153],"3GPP's":[41],"Multi-access":[42],"Edge":[43],"Computing":[44],"(MEC)":[45],"framework":[46],"addresses":[47],"this":[48,115],"challenge":[49],"by":[50,134,159,175],"processing":[51,157],"closer":[53],"user,":[56],"highlighting":[57],"need":[59],"an":[61],"intelligent":[62],"controller":[63],"optimize":[65],"task":[66],"resource":[69],"allocation.":[70],"This":[71],"paper":[72],"introduces":[73],"a":[74,125,148],"novel":[75],"methodology":[76],"efficiently":[78],"allocate":[79],"both":[80],"communication":[81],"computational":[83],"resources":[84],"among":[85],"individual":[86],"UEs.":[87],"Our":[88],"approach":[89,116],"integrates":[90],"two":[91],"critical":[92],"service":[94],"imperatives:":[95],"Ultra-Reliable":[96],"Low":[97],"Latency":[98],"Communication":[99,105],"(URLLC)":[100],"Massive":[102],"Machine":[103],"Type":[104],"(mMTC),":[106],"embedding":[107],"them":[108],"into":[109],"decision-making":[111],"framework.":[112],"Central":[113],"utilization":[119],"Proximal":[121],"Policy":[122],"Optimization,":[123],"providing":[124],"efficient":[128],"solution":[129],"challenges":[132],"posed":[133],"evolving":[136],"landscape":[137],"5":[139],"G":[140],"technology.":[141],"proposed":[143],"model":[144,154],"evaluated":[146],"in":[147,204,213],"simulated":[149],"MEC":[151],"environment.":[152],"significantly":[155],"reduces":[156],"time":[158],"<tex":[160,176,207],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[161,177,208],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{4":[162],"\\%}$</tex>":[163,180],"URLLC":[165],"users":[166],"under":[167],"strict":[168],"constraints":[170],"decreases":[172],"power":[173],"consumption":[174],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{2":[178],"6":[179],"mMTC":[182],"users,":[183],"compared":[184],"existing":[186],"baseline":[187],"models":[188],"based":[189],"reported":[192],"simulation":[193],"results.":[194],"These":[195],"improvements":[196],"showcases":[197],"model's":[199],"adaptability":[200],"superior":[202],"performance":[203],"meeting":[205],"diverse":[206],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{Q":[209],"o":[210],"S}$</tex>":[211],"requirements":[212],"networks.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
