{"id":"https://openalex.org/W4316660707","doi":"https://doi.org/10.1109/jiot.2023.3234966","title":"Budget-Constrained Optimal Deployment of Redundant Services in Edge Computing Environment","display_name":"Budget-Constrained Optimal Deployment of Redundant Services in Edge Computing Environment","publication_year":2023,"publication_date":"2023-01-16","ids":{"openalex":"https://openalex.org/W4316660707","doi":"https://doi.org/10.1109/jiot.2023.3234966"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3234966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3234966","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/A5100614748","display_name":"Pengwei Wang","orcid":"https://orcid.org/0000-0002-5667-3488"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengwei Wang","raw_affiliation_strings":["School of Computer Science and Technology and the Engineering Research Center of Digitalized Textile and Fashion Technology, Ministry of Education, Donghua University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5667-3488","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology and the Engineering Research Center of Digitalized Textile and Fashion Technology, Ministry of Education, Donghua University, Shanghai, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101890195","display_name":"Jin Xu","orcid":"https://orcid.org/0000-0002-3709-3832"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Xu","raw_affiliation_strings":["School of Computer Science and Technology and the Engineering Research Center of Digitalized Textile and Fashion Technology, Ministry of Education, Donghua University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology and the Engineering Research Center of Digitalized Textile and Fashion Technology, Ministry of Education, Donghua University, Shanghai, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mengchu Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA"],"raw_orcid":"https://orcid.org/0000-0002-5408-8752","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045587553","display_name":"Aiiad Albeshri","orcid":"https://orcid.org/0000-0003-3796-0294"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Aiiad Albeshri","raw_affiliation_strings":["Department of Computer Science, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.2441,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94488902,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"10","issue":"11","first_page":"9453","last_page":"9464"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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":0.9998999834060669,"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/T11478","display_name":"Caching and Content Delivery","score":0.9879000186920166,"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":0.9840999841690063,"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/computer-science","display_name":"Computer science","score":0.8443593978881836},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6471379995346069},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6277918815612793},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6026472449302673},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5541816353797913},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5278561115264893},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5259623527526855},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5234581828117371},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.49033474922180176},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.4310931861400604},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10475638508796692},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09557056427001953}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8443593978881836},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6471379995346069},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6277918815612793},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6026472449302673},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5541816353797913},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5278561115264893},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5259623527526855},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5234581828117371},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.49033474922180176},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.4310931861400604},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10475638508796692},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09557056427001953}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3234966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3234966","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":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G4591812315","display_name":null,"funder_award_id":"19511101802","funder_id":"https://openalex.org/F4320336652","funder_display_name":"Science and Technology Innovation Plan Of Shanghai Science and Technology Commission"},{"id":"https://openalex.org/G683909243","display_name":null,"funder_award_id":"IFPIP: 1476-611-1443","funder_id":"https://openalex.org/F4320322322","funder_display_name":"King Abdulaziz University"},{"id":"https://openalex.org/G7874906033","display_name":null,"funder_award_id":"61602109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336652","display_name":"Science and Technology Innovation Plan Of Shanghai Science and Technology Commission","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W635771773","https://openalex.org/W1989384996","https://openalex.org/W2015750033","https://openalex.org/W2032014060","https://openalex.org/W2071180893","https://openalex.org/W2259127970","https://openalex.org/W2342663885","https://openalex.org/W2344695221","https://openalex.org/W2375759205","https://openalex.org/W2401898190","https://openalex.org/W2571654287","https://openalex.org/W2615459164","https://openalex.org/W2791420230","https://openalex.org/W2803336594","https://openalex.org/W2803345050","https://openalex.org/W2804147884","https://openalex.org/W2900394813","https://openalex.org/W2923919516","https://openalex.org/W2926247598","https://openalex.org/W2930273944","https://openalex.org/W2955979265","https://openalex.org/W2958277946","https://openalex.org/W2968034733","https://openalex.org/W2985563585","https://openalex.org/W2997722299","https://openalex.org/W2999423573","https://openalex.org/W3003378062","https://openalex.org/W3006202584","https://openalex.org/W3011070874","https://openalex.org/W3011559056","https://openalex.org/W3013534573","https://openalex.org/W3016351519","https://openalex.org/W3033253148","https://openalex.org/W3035066713","https://openalex.org/W3042658392","https://openalex.org/W3042732884","https://openalex.org/W3044837503","https://openalex.org/W3047394450","https://openalex.org/W3047538493","https://openalex.org/W3049290327","https://openalex.org/W3099938772","https://openalex.org/W3114636122","https://openalex.org/W3123257271","https://openalex.org/W3124993169","https://openalex.org/W3130425349","https://openalex.org/W3138090604","https://openalex.org/W3142501963","https://openalex.org/W3171191116","https://openalex.org/W3205842507","https://openalex.org/W4200462690","https://openalex.org/W6780213744","https://openalex.org/W6803383698"],"related_works":["https://openalex.org/W2072332896","https://openalex.org/W3154796165","https://openalex.org/W4361251304","https://openalex.org/W2902693277","https://openalex.org/W4378977105","https://openalex.org/W3139051647","https://openalex.org/W3024547383","https://openalex.org/W3174690704","https://openalex.org/W4210813012","https://openalex.org/W2968424451"],"abstract_inverted_index":{"With":[0],"the":[1,76,88,105,121,162,202,205],"development":[2],"of":[3,28,55,75,91,107,123,204],"multiaccess":[4],"edge":[5,20,32,80,138,175],"computing":[6],"(also":[7],"called":[8],"mobile-edge":[9],"computing,":[10],"MEC),":[11],"more":[12,14],"and":[13,51,117,140,161],"service-based":[15],"applications":[16],"are":[17],"deployed":[18],"to":[19,24,35,46,99,104,113,158,173,187,200],"servers":[21],"in":[22,79],"order":[23],"ensure":[25],"desired":[26],"Quality":[27],"Service":[29],"(QoS).":[30],"In":[31],"environment,":[33],"how":[34],"reasonably":[36],"deploy":[37],"application":[38],"services":[39,93],"emerges":[40],"as":[41,98,143],"a":[42,61,72,130,136,144,149,181],"challenging":[43],"problem":[44,78,147],"due":[45],"limited":[47],"resources,":[48],"heterogeneous":[49,137],"servers,":[50],"different":[52,95],"geographical":[53],"locations":[54],"users.":[56],"Benefiting":[57],"from":[58],"its":[59],"reusability,":[60],"single":[62],"service":[63,132,154],"can":[64],"be":[65],"used":[66,172],"by":[67,94],"multiple":[68],"applications.":[69],"Yet":[70],"only":[71],"few":[73],"studies":[74],"deployment":[77,90,124,133],"environment":[81,139],"consider":[82],"such":[83],"property.":[84],"This":[85,126],"work":[86,127,194],"considers":[87],"redundant":[89,131],"reused":[92],"applications,":[96],"so":[97],"achieve":[100],"high":[101],"QoS.":[102],"Due":[103],"importance":[106],"cost":[108,116],"for":[109],"providers,":[110],"it":[111,142],"aims":[112],"minimize":[114],"transmission":[115],"network":[118],"latency":[119],"under":[120,135,148],"constraint":[122],"budget.":[125],"first":[128],"builds":[129],"model":[134],"defines":[141],"multiobjective":[145],"optimization":[146],"given":[150],"budget":[151],"constraint.":[152],"Then,":[153],"priority":[155,186],"is":[156,171],"calculated":[157],"determine":[159],"redundancy,":[160],"K-medoids":[163],"clustering":[164],"algorithm":[165,183],"based":[166,184],"on":[167,185,197],"request":[168],"frequency":[169],"filtering":[170],"conduct":[174],"server":[176],"selection.":[177],"It":[178],"next":[179],"proposes":[180],"genetic":[182],"obtain":[188],"an":[189],"optimized":[190],"plan.":[191],"Finally,":[192],"this":[193],"conducts":[195],"experiments":[196],"real-world":[198],"datasets":[199],"prove":[201],"superiority":[203],"proposed":[206],"method":[207],"over":[208],"existing":[209],"ones.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
