{"id":"https://openalex.org/W3203195421","doi":"https://doi.org/10.1145/3472634.3472666","title":"Joint Offloading and Resource Allocation in Cooperative Blockchain-Enabled MEC System","display_name":"Joint Offloading and Resource Allocation in Cooperative Blockchain-Enabled MEC System","publication_year":2021,"publication_date":"2021-07-30","ids":{"openalex":"https://openalex.org/W3203195421","doi":"https://doi.org/10.1145/3472634.3472666","mag":"3203195421"},"language":"en","primary_location":{"id":"doi:10.1145/3472634.3472666","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472634.3472666","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Turing Award Celebration Conference - China ( ACM TURC 2021)","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/A5029671286","display_name":"Wenya Fan","orcid":null},"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":true,"raw_author_name":"Wenya Fan","raw_affiliation_strings":["Donghua University, China"],"affiliations":[{"raw_affiliation_string":"Donghua University, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100749050","display_name":"Wenqian Zhang","orcid":"https://orcid.org/0000-0003-2007-6478"},"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":"Wenqian Zhang","raw_affiliation_strings":["Donghua University, China"],"affiliations":[{"raw_affiliation_string":"Donghua University, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119532868","display_name":"Luyao Wang","orcid":"https://orcid.org/0000-0002-7239-6433"},"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":"Luyao Wang","raw_affiliation_strings":["Donghua University, China"],"affiliations":[{"raw_affiliation_string":"Donghua University, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021877591","display_name":"Tangyou Liu","orcid":"https://orcid.org/0000-0001-6445-1933"},"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":"Tangyou Liu","raw_affiliation_strings":["Donghua University, China"],"affiliations":[{"raw_affiliation_string":"Donghua University, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014686940","display_name":"Guanglin Zhang","orcid":"https://orcid.org/0000-0003-4095-6843"},"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":"Guanglin Zhang","raw_affiliation_strings":["Donghua University, China"],"affiliations":[{"raw_affiliation_string":"Donghua University, China","institution_ids":["https://openalex.org/I181326427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029671286"],"corresponding_institution_ids":["https://openalex.org/I181326427"],"apc_list":null,"apc_paid":null,"fwci":0.3056,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60176812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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":0.9997000098228455,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8503707647323608},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.8197159767150879},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.736264169216156},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.6329827904701233},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6272152066230774},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5696684122085571},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5410100817680359},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.527228832244873},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.518957793712616},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.47748705744743347},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.4544520676136017},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.31515875458717346},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.1930938959121704}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8503707647323608},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8197159767150879},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.736264169216156},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.6329827904701233},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6272152066230774},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5696684122085571},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5410100817680359},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.527228832244873},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.518957793712616},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.47748705744743347},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.4544520676136017},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.31515875458717346},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.1930938959121704},{"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3472634.3472666","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3472634.3472666","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Turing Award Celebration Conference - China ( ACM TURC 2021)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1084491344","display_name":null,"funder_award_id":"61772130, 62072096","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1963753213","https://openalex.org/W2141077315","https://openalex.org/W2296736237","https://openalex.org/W2397723600","https://openalex.org/W2516316490","https://openalex.org/W2624989916","https://openalex.org/W2777781531","https://openalex.org/W2786446607","https://openalex.org/W2898082692","https://openalex.org/W2901152868","https://openalex.org/W2912978522","https://openalex.org/W2914675235","https://openalex.org/W2944442327","https://openalex.org/W2954629084","https://openalex.org/W4301165430"],"related_works":["https://openalex.org/W4200420173","https://openalex.org/W3120617837","https://openalex.org/W3127808443","https://openalex.org/W2916011811","https://openalex.org/W3034137700","https://openalex.org/W4362496467","https://openalex.org/W2896883851","https://openalex.org/W2917127270","https://openalex.org/W3185499500","https://openalex.org/W2796352555"],"abstract_inverted_index":{"Mobile":[0],"edge":[1,38,59,91],"computing":[2],"(MEC)":[3],"is":[4,160],"regarded":[5],"as":[6,130],"an":[7,131],"effective":[8],"solution":[9],"for":[10],"processing":[11,110],"computation-intensive":[12,98],"tasks.":[13,99],"Edge":[14],"servers":[15,92],"with":[16],"limited":[17],"resources":[18],"which":[19,89],"are":[20],"deployed":[21],"nearby":[22],"mobile":[23],"devices":[24],"(MDs)":[25],"suffer":[26],"from":[27],"many":[28],"constraints":[29],"than":[30],"remote":[31],"cloud,":[32],"and":[33,50,58,61,109,141,164],"relying":[34],"on":[35,146],"a":[36,63,102,138],"single":[37],"server":[39],"have":[40],"significantly":[41],"reduced":[42],"system":[43,75,105,168],"performance.":[44],"For":[45],"relieving":[46],"the":[47,51,85,116,121,127],"mutual":[48],"distrust":[49],"conflict":[52],"of":[53,120],"interests":[54],"problem":[55,113,129],"between":[56],"MDs":[57],"servers,":[60],"providing":[62],"data":[64],"secure":[65],"transmission":[66],"MEC":[67,74,104],"system.":[68],"In":[69],"this":[70],"paper,":[71],"we":[72,125],"take":[73],"security":[76],"solved":[77],"by":[78],"blockchain":[79,122],"technology":[80],"into":[81],"consideration,":[82],"to":[83,93,162],"utilize":[84],"cooperative":[86],"computation":[87],"offloading":[88,140],"enables":[90],"help":[94],"each":[95],"other":[96],"in":[97],"We":[100,136],"investigate":[101],"long-term":[103],"cost":[106],"(energy":[107],"consumption":[108],"delay)":[111],"minimization":[112],"while":[114],"ensuring":[115],"transactional":[117],"throughput":[118],"rate":[119],"network.":[123],"Furthermore,":[124],"model":[126],"optimization":[128],"Markov":[132],"decision":[133],"process":[134],"(MDP).":[135],"design":[137],"dynamic":[139],"resource":[142],"allocation":[143],"scheme":[144],"based":[145],"Double":[147],"Deep":[148],"Q-network":[149],"algorithm":[150,159],"(DDQN).":[151],"The":[152],"simulation":[153],"results":[154],"show":[155],"that":[156],"our":[157],"proposed":[158],"superior":[161],"others":[163],"it":[165],"can":[166],"improve":[167],"performance":[169],"effectively.":[170]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
