{"id":"https://openalex.org/W4392945080","doi":"https://doi.org/10.1109/iceic61013.2024.10457201","title":"Distributed Computation Offloading in Dynamic Fog Computing Networks: A Learning based Matching Approach","display_name":"Distributed Computation Offloading in Dynamic Fog Computing Networks: A Learning based Matching Approach","publication_year":2024,"publication_date":"2024-01-28","ids":{"openalex":"https://openalex.org/W4392945080","doi":"https://doi.org/10.1109/iceic61013.2024.10457201"},"language":"en","primary_location":{"id":"doi:10.1109/iceic61013.2024.10457201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic61013.2024.10457201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electronics, Information, and Communication (ICEIC)","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/A5029470579","display_name":"Hoa Tran\u2010Dang","orcid":"https://orcid.org/0000-0002-3480-1442"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hoa Tran-Dang","raw_affiliation_strings":["Kumoh National Institute of Technology,Dept. of IT Convergence Engineering,Gumi-si,South Korea","Dept. of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,Dept. of IT Convergence Engineering,Gumi-si,South Korea","institution_ids":["https://openalex.org/I113409471"]},{"raw_affiliation_string":"Dept. of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi-si, South Korea","institution_ids":["https://openalex.org/I113409471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102829948","display_name":"Dong\u2010Seong Kim","orcid":"https://orcid.org/0000-0002-2977-5964"},"institutions":[{"id":"https://openalex.org/I113409471","display_name":"Kumoh National Institute of Technology","ror":"https://ror.org/05dkjfz60","country_code":"KR","type":"education","lineage":["https://openalex.org/I113409471"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong-Seong Kim","raw_affiliation_strings":["Kumoh National Institute of Technology,Dept. of IT Convergence Engineering,Gumi-si,South Korea","Dept. of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Kumoh National Institute of Technology,Dept. of IT Convergence Engineering,Gumi-si,South Korea","institution_ids":["https://openalex.org/I113409471"]},{"raw_affiliation_string":"Dept. of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi-si, South Korea","institution_ids":["https://openalex.org/I113409471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029470579"],"corresponding_institution_ids":["https://openalex.org/I113409471"],"apc_list":null,"apc_paid":null,"fwci":0.3675,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5536414,"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":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9896000027656555,"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":0.9896000027656555,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9833999872207642,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9402999877929688,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8340044021606445},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.7957593202590942},{"id":"https://openalex.org/keywords/fog-computing","display_name":"Fog computing","score":0.6256675124168396},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6152154207229614},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5966096520423889},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5684113502502441},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.35508471727371216},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.32035166025161743},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.24862807989120483},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.21655532717704773},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.09337139129638672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8340044021606445},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.7957593202590942},{"id":"https://openalex.org/C2986652147","wikidata":"https://www.wikidata.org/wiki/Q21809931","display_name":"Fog computing","level":3,"score":0.6256675124168396},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6152154207229614},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5966096520423889},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5684113502502441},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.35508471727371216},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32035166025161743},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.24862807989120483},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.21655532717704773},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.09337139129638672},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic61013.2024.10457201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic61013.2024.10457201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3271532193","display_name":null,"funder_award_id":"2018R1A6A1A03024003","funder_id":"https://openalex.org/F4320322349","funder_display_name":"Ministry of Education, Science and Technology"},{"id":"https://openalex.org/G4179098676","display_name":null,"funder_award_id":"RS-2023-00249687","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322349","display_name":"Ministry of Education, Science and Technology","ror":"https://ror.org/01p262204"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2108738385","https://openalex.org/W2114623221","https://openalex.org/W2773498880","https://openalex.org/W2964081981","https://openalex.org/W3137939843","https://openalex.org/W4234228486","https://openalex.org/W4312804427","https://openalex.org/W6676077707"],"related_works":["https://openalex.org/W2337102067","https://openalex.org/W3108946947","https://openalex.org/W2894114519","https://openalex.org/W2885657717","https://openalex.org/W2920581164","https://openalex.org/W3176011594","https://openalex.org/W4282941432","https://openalex.org/W2892869641","https://openalex.org/W4309428690","https://openalex.org/W4328007012"],"abstract_inverted_index":{"Matching":[0],"theory":[1],"has":[2],"demonstrated":[3],"its":[4],"efficacy":[5],"in":[6,11,52],"solving":[7],"the":[8,17,34,40,53,58,65,132,136,140],"computation":[9,126],"offloading":[10,145],"fog":[12],"computing":[13],"networks":[14],"(FCNs)":[15],"with":[16,105],"presence":[18],"of":[19,43,46,55,60,68,135],"selfish":[20],"and":[21,26,36,74,103,142],"ratio":[22],"task":[23],"nodes":[24,28],"(TNs)":[25],"helper":[27],"(HN":[29],"s),":[30],"Fundamentally,":[31],"to":[32,70,98,101],"achieve":[33],"stable":[35],"fair":[37],"matching":[38,47,120],"outcomes,":[39],"preference":[41,66],"relations":[42],"two":[44],"sides":[45],"game":[48],"are":[49,62,72],"known.":[50],"However,":[51],"dynamic":[54],"FCNs":[56],"where":[57],"resources":[59],"HNs":[61,71,108],"time":[63],"varying,":[64],"relation":[67],"TNs":[69,100],"unpredictable":[73],"must":[75],"be":[76],"estimated":[77],"by":[78],"iterative":[79],"interaction.":[80],"To":[81],"address":[82],"this":[83,113],"challenge,":[84],"we":[85],"apply":[86],"a":[87],"multi-armed":[88],"bandit":[89],"(MAB)":[90],"learning":[91,118],"particularly":[92],"using":[93],"Thomson":[94],"sampling":[95],"(TS)":[96],"mechanism":[97],"allow":[99],"learn":[102],"match":[104],"their":[106],"corresponding":[107],"efficiently.":[109],"Based":[110],"on":[111],"these,":[112],"paper":[114],"proposes":[115],"an":[116],"online":[117],"based":[119,144],"algorithm":[121,138],"called":[122],"OLM":[123],"for":[124],"distributed":[125],"offloading.":[127],"Extensive":[128],"simulation":[129],"results":[130],"demonstrate":[131],"potential":[133],"advantages":[134],"TS-type":[137],"over":[139],"\u220a-greedy":[141],"UCB":[143],"algorithms.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
