{"id":"https://openalex.org/W3193357923","doi":"https://doi.org/10.1109/tsusc.2021.3103476","title":"Optimal Design and Orchestration of Mobile Edge Computing With Energy Awareness","display_name":"Optimal Design and Orchestration of Mobile Edge Computing With Energy Awareness","publication_year":2021,"publication_date":"2021-08-13","ids":{"openalex":"https://openalex.org/W3193357923","doi":"https://doi.org/10.1109/tsusc.2021.3103476","mag":"3193357923"},"language":"en","primary_location":{"id":"doi:10.1109/tsusc.2021.3103476","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tsusc.2021.3103476","pdf_url":"https://ieeexplore.ieee.org/ielx7/7274860/9792221/09513492.pdf","source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"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 Transactions on Sustainable Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/7274860/9792221/09513492.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050704435","display_name":"Panagiotis D. Diamantoulakis","orcid":"https://orcid.org/0000-0001-7795-8311"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Panagiotis D. Diamantoulakis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Wireless Communication and Information Processing Group (WCIP), Aristotle University of Thessaloniki, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Wireless Communication and Information Processing Group (WCIP), Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037681253","display_name":"Pavlos S. Bouzinis","orcid":"https://orcid.org/0000-0003-4861-475X"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Pavlos S. Bouzinis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Wireless Communication and Information Processing Group (WCIP), Aristotle University of Thessaloniki, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Wireless Communication and Information Processing Group (WCIP), Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110794768","display_name":"Panagiotis G. Sarigannidis","orcid":null},"institutions":[{"id":"https://openalex.org/I89506807","display_name":"University of Western Macedonia","ror":"https://ror.org/00a5pe906","country_code":"GR","type":"education","lineage":["https://openalex.org/I89506807"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis G. Sarigannidis","raw_affiliation_strings":["Department of Informatics and Telecommunications Engineering, University of Western Macedonia, Kozani, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications Engineering, University of Western Macedonia, Kozani, Greece","institution_ids":["https://openalex.org/I89506807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002904166","display_name":"Zhiguo Ding","orcid":"https://orcid.org/0000-0001-5280-384X"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhiguo Ding","raw_affiliation_strings":["School of Electrical and Electronic Engineering, The University of Manchester, Manchester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Manchester, Manchester, U.K","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061744244","display_name":"George K. Karagiannidis","orcid":"https://orcid.org/0000-0001-8810-0345"},"institutions":[{"id":"https://openalex.org/I21370196","display_name":"Aristotle University of Thessaloniki","ror":"https://ror.org/02j61yw88","country_code":"GR","type":"education","lineage":["https://openalex.org/I21370196"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George K. Karagiannidis","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Wireless Communication and Information Processing Group (WCIP), Aristotle University of Thessaloniki, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Wireless Communication and Information Processing Group (WCIP), Aristotle University of Thessaloniki, Thessaloniki, Greece","institution_ids":["https://openalex.org/I21370196"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5050704435"],"corresponding_institution_ids":["https://openalex.org/I21370196"],"apc_list":null,"apc_paid":null,"fwci":1.2193,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.78887981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"7","issue":"2","first_page":"456","last_page":"470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998000264167786,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9948999881744385,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9922000169754028,"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":0.8455855846405029},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.7078657746315002},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6276472210884094},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.6202759742736816},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5664530396461487},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5147364139556885},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4589278995990753},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4319496750831604},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.33037182688713074},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31322649121284485},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.17483651638031006},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1188250184059143}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8455855846405029},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.7078657746315002},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6276472210884094},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.6202759742736816},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5664530396461487},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5147364139556885},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4589278995990753},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4319496750831604},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.33037182688713074},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31322649121284485},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.17483651638031006},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1188250184059143},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsusc.2021.3103476","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tsusc.2021.3103476","pdf_url":"https://ieeexplore.ieee.org/ielx7/7274860/9792221/09513492.pdf","source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"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 Transactions on Sustainable Computing","raw_type":"journal-article"},{"id":"pmh:oai:zenodo.org:7249739","is_oa":true,"landing_page_url":"https://zenodo.org/record/7249739","pdf_url":"https://zenodo.org/record/7249739","source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/tsusc.2021.3103476","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tsusc.2021.3103476","pdf_url":"https://ieeexplore.ieee.org/ielx7/7274860/9792221/09513492.pdf","source":{"id":"https://openalex.org/S4210221417","display_name":"IEEE Transactions on Sustainable Computing","issn_l":"2377-3782","issn":["2377-3782","2377-3790"],"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 Transactions on Sustainable Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[{"id":"https://openalex.org/G3288996226","display_name":null,"funder_award_id":"957406","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4956428346","display_name":null,"funder_award_id":"Horizon 2020 research and innovatio","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5036817778","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innov","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8633428685","display_name":null,"funder_award_id":"European Union's Horizon 2020 research and innovat","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3193357923.pdf","grobid_xml":"https://content.openalex.org/works/W3193357923.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1997834106","https://openalex.org/W2050724550","https://openalex.org/W2068728923","https://openalex.org/W2102241149","https://openalex.org/W2115442202","https://openalex.org/W2277419020","https://openalex.org/W2289097008","https://openalex.org/W2397723600","https://openalex.org/W2482293012","https://openalex.org/W2509696551","https://openalex.org/W2516316490","https://openalex.org/W2522847968","https://openalex.org/W2586528048","https://openalex.org/W2624989916","https://openalex.org/W2728399156","https://openalex.org/W2772709146","https://openalex.org/W2786070938","https://openalex.org/W2800755725","https://openalex.org/W2821911925","https://openalex.org/W2883649305","https://openalex.org/W2886323124","https://openalex.org/W2892081102","https://openalex.org/W2901845465","https://openalex.org/W2908322758","https://openalex.org/W2909432978","https://openalex.org/W2921475081","https://openalex.org/W2956261151","https://openalex.org/W2963336322","https://openalex.org/W2963956198","https://openalex.org/W2964005248","https://openalex.org/W2969519626","https://openalex.org/W2980350661","https://openalex.org/W2980526710","https://openalex.org/W3009738458","https://openalex.org/W3010060818","https://openalex.org/W3013469985","https://openalex.org/W3025279013","https://openalex.org/W3034606981","https://openalex.org/W3042617392","https://openalex.org/W3101450547","https://openalex.org/W3101713401","https://openalex.org/W3102167156","https://openalex.org/W3114289271","https://openalex.org/W3118566252","https://openalex.org/W3124461539","https://openalex.org/W3127177591","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W4310007397","https://openalex.org/W4213154119","https://openalex.org/W2770104838","https://openalex.org/W2896418752","https://openalex.org/W4383749321","https://openalex.org/W4361251304","https://openalex.org/W179829755","https://openalex.org/W3024547383","https://openalex.org/W3174690704","https://openalex.org/W4210813012"],"abstract_inverted_index":{"The":[0,36],"wireless":[1],"networks":[2],"beyond":[3],"the":[4,12,45,53,60,64,74,92,102,116,142,163,169,175,190,198,215,229,233,237,241,250,256,259,277,281,307,310,318],"fifth":[5],"generation":[6],"(5G)":[7],"are":[8,223,246,288],"envisioned":[9],"to":[10,73,90,134,159,276],"be":[11,42],"platform":[13],"that":[14,261,296],"will":[15],"support":[16],"a":[17,86],"vast":[18],"amount":[19],"of":[20,29,38,47,55,63,76,118,144,178,236,243,258,280,309,323],"diversified":[21],"data-driven":[22],"applications":[23],"with":[24,128,249],"stringent":[25],"requirements":[26],"in":[27,132,194,211,321],"terms":[28,322],"computational":[30,94,230],"accuracy,":[31],"delay,":[32],"and":[33,49,59,108,124,137,185,206,220,240,268,313,326],"energy":[34,138,260,327],"efficiency.":[35],"fulfillment":[37],"this":[39,112],"objective":[40],"can":[41],"achieved":[43],"by":[44,291],"convergence":[46],"communication":[48,251],"computing":[50,57,69],"networks,":[51],"enabling":[52],"exploitation":[54],"edge":[56,68,77],"resources":[58],"joint":[61,126,176],"orchestration":[62,200],"corresponding":[65,282],"resources.":[66],"Mobile":[67],"(MEC),":[70],"which":[71,155,271],"refers":[72],"use":[75,117,143],"serves":[78],"for":[79,96,151,203,264],"offloading":[80,213],"tasks":[81],"from":[82,162],"mobile":[83],"devices,":[84],"is":[85,153,156,172,201,262,272],"particularly":[87,273],"promising":[88],"approach":[89],"provide":[91,297,314],"required":[93],"performance":[95],"emerging":[97],"internet-of-things":[98],"applications,":[99],"such":[100],"as":[101],"smart":[103,105,109],"grids,":[104],"industry,":[106],"healthcare,":[107],"farming.":[110],"In":[111,166],"work,":[113],"we":[114],"propose":[115],"an":[119],"advanced":[120],"multiple":[121,148],"access":[122,149],"technique":[123],"its":[125],"design":[127],"adaptive":[129],"task":[130,208,269],"offloading,":[131,228,270],"order":[133,188],"reduce":[135],"delay":[136,325],"consumption.":[139,328],"More":[140],"specifically,":[141],"generalized":[145],"hybrid":[146],"orthogonal/non-orthogonal":[147],"(OMA/NOMA)":[150],"MEC":[152],"introduced,":[154],"theoretically":[157],"superior":[158],"other":[160],"alternatives":[161],"existing":[164],"literature.":[165],"more":[167],"detail,":[168],"proposed":[170,311],"scheme":[171],"based":[173],"on":[174,317],"utilization":[177],"dynamic":[179],"user":[180,216],"scheduling":[181],"among":[182],"OMA/NOMA":[183],"phases":[184],"variable":[186],"decoding":[187],"during":[189],"successive":[191],"interference":[192],"cancellation":[193],"NOMA":[195],"phase.":[196],"Also,":[197],"system\u2019s":[199,319],"optimized":[202,248],"both":[204,265],"full":[205,212],"partial":[207,227],"offloading.":[209],"Specifically,":[210],"scenario,":[214],"scheduling,":[217],"time":[218],"allocation,":[219],"power":[221],"control":[222],"jointly":[224,247],"optimized.":[225],"Regarding":[226],"resources,":[231,252],"i.e.,":[232],"clock":[234],"speed":[235],"local":[238,266],"processors":[239],"number":[242],"offloaded":[244],"bits,":[245],"taking":[253],"into":[254],"account":[255],"constraint":[257],"consumed":[263],"processing":[267],"challenging":[274],"due":[275],"non-convex":[278],"nature":[279],"optimization":[283,286],"problem.":[284],"All":[285],"problems":[287],"efficiently":[289],"solved":[290],"either":[292],"using":[293],"closed-form":[294],"solutions":[295],"useful":[298,315],"insights":[299,316],"or":[300],"low-complexity":[301],"algorithms.":[302],"Finally,":[303],"simulation":[304],"results":[305],"demonstrate":[306],"effectiveness":[308],"techniques":[312],"performance,":[320],"average":[324]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}