{"id":"https://openalex.org/W4408017153","doi":"https://doi.org/10.1109/jiot.2025.3546596","title":"Hybrid Optimization and Case-Based Reasoning Framework for IoT Task Offloading in Cloud Radio Access Networks","display_name":"Hybrid Optimization and Case-Based Reasoning Framework for IoT Task Offloading in Cloud Radio Access Networks","publication_year":2025,"publication_date":"2025-02-27","ids":{"openalex":"https://openalex.org/W4408017153","doi":"https://doi.org/10.1109/jiot.2025.3546596"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3546596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3546596","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5051992291","display_name":"Chia\u2010Cheng Hu","orcid":"https://orcid.org/0000-0002-5943-1070"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chia-Cheng Hu","raw_affiliation_strings":["School of Big Data, Fuzhou University of International Studies and Trade, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Big Data, Fuzhou University of International Studies and Trade, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051992291"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":null,"apc_paid":null,"fwci":6.1821,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95745841,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"12","issue":"12","first_page":"20099","last_page":"20110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9945999979972839,"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":0.9945999979972839,"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/T12079","display_name":"IoT Networks and Protocols","score":0.944100022315979,"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"}},{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9061999917030334,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.8349461555480957},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6962383389472961},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5782379508018494},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48437103629112244},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4765610992908478},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08602038025856018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8349461555480957},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6962383389472961},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5782379508018494},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48437103629112244},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4765610992908478},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08602038025856018},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3546596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3546596","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2195423816","https://openalex.org/W2223726101","https://openalex.org/W2546835829","https://openalex.org/W2595217078","https://openalex.org/W2794400666","https://openalex.org/W2805049950","https://openalex.org/W2805077076","https://openalex.org/W2891123429","https://openalex.org/W2891835177","https://openalex.org/W2896883140","https://openalex.org/W2897034345","https://openalex.org/W2898652425","https://openalex.org/W2901438530","https://openalex.org/W2903874029","https://openalex.org/W2905538952","https://openalex.org/W2929084559","https://openalex.org/W2946488541","https://openalex.org/W2966507831","https://openalex.org/W2974991939","https://openalex.org/W2978648800","https://openalex.org/W2980856918","https://openalex.org/W2990185127","https://openalex.org/W2997505143","https://openalex.org/W3009247246","https://openalex.org/W3041759079","https://openalex.org/W3042879788","https://openalex.org/W3044319949","https://openalex.org/W3044591330","https://openalex.org/W3044626808","https://openalex.org/W3088084782","https://openalex.org/W3091369929","https://openalex.org/W3095323142","https://openalex.org/W3117062227","https://openalex.org/W3186043501","https://openalex.org/W3187771443","https://openalex.org/W3193818225","https://openalex.org/W3202664685","https://openalex.org/W3204760820","https://openalex.org/W3212845011"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919"],"abstract_inverted_index":{"This":[0,115,166],"article":[1],"introduces":[2],"an":[3],"innovative":[4],"decision-making":[5,157],"framework":[6,88,152],"for":[7,112,122],"optimizing":[8],"task":[9,113,143],"offloading":[10,45,144,164],"in":[11,29,43,77,189],"cloud":[12],"radio":[13],"access":[14],"networks":[15],"(CRANs),":[16],"specifically":[17],"designed":[18],"to":[19,107,170,185],"overcome":[20],"the":[21,123,128,135,171,180],"constraints":[22],"of":[23,31,173,182],"battery":[24],"power":[25],"and":[26,56,75],"computing":[27],"resources":[28],"Internet":[30],"Things":[32],"(IoT)":[33],"devices.":[34],"While":[35],"traditional":[36],"optimization":[37,91,106,195],"methods":[38],"have":[39],"made":[40],"notable":[41],"advancements":[42],"addressing":[44],"challenges,":[46],"their":[47],"effectiveness":[48],"is":[49],"often":[50],"compromised":[51],"by":[52],"fluctuating":[53],"network":[54,137,191],"conditions":[55],"uncertainties.":[57],"Recent":[58],"machine":[59],"learning":[60],"approaches":[61],"offer":[62],"adaptive":[63,197],"solutions;":[64],"however,":[65],"they":[66],"demand":[67],"extensive":[68],"real-time":[69,142],"data,":[70],"which":[71,126],"can":[72],"impede":[73],"efficiency":[74,158],"result":[76],"local":[78],"optima.":[79],"To":[80],"address":[81],"these":[82],"issues,":[83],"we":[84,98],"propose":[85],"a":[86,100,119],"hybrid":[87],"that":[89,150],"synergizes":[90],"techniques":[92],"with":[93,196],"case-based":[94],"reasoning":[95],"(CBR).":[96],"Initially,":[97],"establish":[99],"comprehensive":[101],"decision":[102,131],"database":[103,116],"through":[104],"offline":[105],"secure":[108],"global":[109],"optimal":[110],"solutions":[111],"offloading.":[114],"serves":[117],"as":[118],"critical":[120],"resource":[121,187],"CBR":[124],"method,":[125],"selects":[127],"most":[129],"pertinent":[130],"script":[132],"based":[133],"on":[134],"current":[136],"state,":[138],"thereby":[139],"facilitating":[140],"effective":[141],"decisions.":[145],"Our":[146],"simulation":[147],"results":[148],"demonstrate":[149],"this":[151,199],"not":[153],"only":[154],"significantly":[155],"enhances":[156],"but":[159],"also":[160],"consistently":[161],"yields":[162],"near-optimal":[163],"strategies.":[165],"improvement":[167],"directly":[168],"contributes":[169],"performance":[172],"IoT":[174,203],"systems":[175],"operating":[176],"within":[177],"CRANs,":[178],"showcasing":[179],"potential":[181],"our":[183],"approach":[184],"elevate":[186],"management":[188],"complex":[190],"environments.":[192],"By":[193],"integrating":[194],"reasoning,":[198],"work":[200],"advances":[201],"state-of-the-art":[202],"task-offloading":[204],"solutions.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-02-25T23:00:34.991745","created_date":"2025-10-10T00:00:00"}
