{"id":"https://openalex.org/W4388039828","doi":"https://doi.org/10.1109/africon55910.2023.10293482","title":"Resource Optimisation in Cognitive-Based Internet-of-Things with Edge Computing","display_name":"Resource Optimisation in Cognitive-Based Internet-of-Things with Edge Computing","publication_year":2023,"publication_date":"2023-09-20","ids":{"openalex":"https://openalex.org/W4388039828","doi":"https://doi.org/10.1109/africon55910.2023.10293482"},"language":"en","primary_location":{"id":"doi:10.1109/africon55910.2023.10293482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/africon55910.2023.10293482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE AFRICON","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/A5018563275","display_name":"Babatunde Seun Awoyemi","orcid":"https://orcid.org/0000-0003-2136-1318"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Babatunde S. Awoyemi","raw_affiliation_strings":["University of Pretoria,Dept. of EEC Eng,Pretoria,South Africa","Dept. of EEC Eng, University of Pretoria, Pretoria, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pretoria,Dept. of EEC Eng,Pretoria,South Africa","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"Dept. of EEC Eng, University of Pretoria, Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081123538","display_name":"M. C. Hlophe","orcid":"https://orcid.org/0000-0001-6111-5619"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Mduduzi C. Hlophe","raw_affiliation_strings":["University of Pretoria,Dept. of EEC Eng,Pretoria,South Africa","Dept. of EEC Eng, University of Pretoria, Pretoria, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pretoria,Dept. of EEC Eng,Pretoria,South Africa","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"Dept. of EEC Eng, University of Pretoria, Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004802818","display_name":"B. T. Maharaj","orcid":"https://orcid.org/0000-0002-3703-3637"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Bodhaswar T. Maharaj","raw_affiliation_strings":["University of Pretoria,Dept. of EEC Eng,Pretoria,South Africa","Dept. of EEC Eng, University of Pretoria, Pretoria, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pretoria,Dept. of EEC Eng,Pretoria,South Africa","institution_ids":["https://openalex.org/I69552723"]},{"raw_affiliation_string":"Dept. of EEC Eng, University of Pretoria, Pretoria, South Africa","institution_ids":["https://openalex.org/I69552723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I69552723"],"apc_list":null,"apc_paid":null,"fwci":0.1877,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51995299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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":0.9993000030517578,"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":0.9993000030517578,"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":0.9900000095367432,"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/T13553","display_name":"Age of Information Optimization","score":0.9746000170707703,"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":0.8121071457862854},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7165652513504028},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.6875189542770386},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6152670979499817},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5343598127365112},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5298742055892944},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5188978314399719},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5014369487762451},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.49127858877182007},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.48545485734939575},{"id":"https://openalex.org/keywords/cognitive-network","display_name":"Cognitive network","score":0.44911324977874756},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.43869996070861816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3937767744064331},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3681744933128357},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.3057186007499695},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28407537937164307},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13296225666999817},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10437378287315369},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08353930711746216}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8121071457862854},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7165652513504028},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.6875189542770386},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6152670979499817},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5343598127365112},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5298742055892944},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5188978314399719},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5014369487762451},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.49127858877182007},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.48545485734939575},{"id":"https://openalex.org/C32542511","wikidata":"https://www.wikidata.org/wiki/Q5141225","display_name":"Cognitive network","level":4,"score":0.44911324977874756},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.43869996070861816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3937767744064331},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3681744933128357},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.3057186007499695},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28407537937164307},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13296225666999817},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10437378287315369},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08353930711746216},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/africon55910.2023.10293482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/africon55910.2023.10293482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE AFRICON","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320692","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2625134549","https://openalex.org/W2739331082","https://openalex.org/W2781817988","https://openalex.org/W2945233415","https://openalex.org/W2974552279","https://openalex.org/W2997275652","https://openalex.org/W3013983969","https://openalex.org/W3042948545","https://openalex.org/W3199183581","https://openalex.org/W4225937308","https://openalex.org/W4285181295","https://openalex.org/W6800707286"],"related_works":["https://openalex.org/W2277261328","https://openalex.org/W2167656028","https://openalex.org/W2610471112","https://openalex.org/W2340059876","https://openalex.org/W2800372944","https://openalex.org/W2010464513","https://openalex.org/W2732016385","https://openalex.org/W2915536052","https://openalex.org/W2268952256","https://openalex.org/W2151209590"],"abstract_inverted_index":{"Cognitive-based":[0],"internet-of-things":[1,8],"(C-IoT)":[2],"introduces":[3],"cognitive":[4],"capabilities":[5],"into":[6],"modern":[7],"network.":[9,35,69],"One":[10],"main":[11],"challenge":[12],"with":[13],"C-IoT":[14,81],"is":[15,82,88],"the":[16,28,34,37,48,57,68,111,123,132,137,148,151],"limitation":[17],"in":[18,134,155],"resource":[19,65,75],"availability":[20],"and":[21,43,84,94,144],"usage,":[22],"making":[23,60],"it":[24,61],"difficult":[25],"to":[26,52,63,109,121,130,145],"achieve":[27],"desired":[29],"quality":[30],"of":[31,39,150],"service":[32],"for":[33,67,78],"With":[36],"introduction":[38],"edge":[40,79],"computing,":[41],"new":[42,138],"emerging":[44],"technologies,":[45],"such":[46],"as":[47,90],"C-IoT,":[49],"are":[50,128],"empowered":[51],"perform":[53],"data":[54],"processing":[55],"at":[56],"network":[58],"edge,":[59],"possible":[62],"improve":[64],"utilisation":[66],"In":[70],"this":[71,156],"paper,":[72],"an":[73,91,105,117],"appropriate":[74],"allocation":[76],"model":[77,87,139],"computing-based":[80],"developed":[83,89],"analysed.":[85],"The":[86,101,113],"optimisation":[92],"problem":[93],"then":[95],"solved":[96],"using":[97],"two":[98,152],"different":[99],"approaches.":[100],"first":[102],"approach":[103,115],"employs":[104,116],"integer":[106],"relaxation-based":[107],"heuristic":[108],"solve":[110,122],"problem.":[112,124],"second":[114],"artificial":[118],"intelligence-based":[119],"algorithm":[120],"Some":[125],"important":[126],"results":[127],"presented":[129],"demonstrate":[131],"improvement":[133],"performance":[135],"that":[136],"achieves":[140],"over":[141],"other":[142],"models,":[143],"also":[146],"compare":[147],"performances":[149],"approaches":[153],"employed":[154],"paper.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}