{"id":"https://openalex.org/W4388821140","doi":"https://doi.org/10.1109/6gnet58894.2023.10317778","title":"Embedded AI and Computation Offloading for 6G Green Communication","display_name":"Embedded AI and Computation Offloading for 6G Green Communication","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4388821140","doi":"https://doi.org/10.1109/6gnet58894.2023.10317778"},"language":"en","primary_location":{"id":"doi:10.1109/6gnet58894.2023.10317778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/6gnet58894.2023.10317778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 2nd International Conference on 6G Networking (6GNet)","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/A5021136059","display_name":"Nicolas Chollet","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116658","display_name":"\u00c9cole Centrale d'\u00c9lectronique","ror":"https://ror.org/02k6n4s14","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116658"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nicolas Chollet","raw_affiliation_strings":["Centre de recherche de l&#x0027;ECE Paris,Paris,75015"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche de l&#x0027;ECE Paris,Paris,75015","institution_ids":["https://openalex.org/I4210116658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107517861","display_name":"Naila Bouchemal","orcid":"https://orcid.org/0000-0001-8294-9276"},"institutions":[{"id":"https://openalex.org/I4210116658","display_name":"\u00c9cole Centrale d'\u00c9lectronique","ror":"https://ror.org/02k6n4s14","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210116658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Naila Bouchemal","raw_affiliation_strings":["Centre de recherche de l&#x0027;ECE Paris,Paris,75015"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre de recherche de l&#x0027;ECE Paris,Paris,75015","institution_ids":["https://openalex.org/I4210116658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080073489","display_name":"Ramdane-Cherif Amar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramdane-Cherif Amar","raw_affiliation_strings":["LISV Versailles,V&#x00E9;lizy-Villacoublay,France,78140"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LISV Versailles,V&#x00E9;lizy-Villacoublay,France,78140","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021136059"],"corresponding_institution_ids":["https://openalex.org/I4210116658"],"apc_list":null,"apc_paid":null,"fwci":0.9734,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77800697,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"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":0.9991999864578247,"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":0.9991999864578247,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9987000226974487,"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/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.7498053312301636},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6191470623016357},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5754747986793518},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5091292262077332},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.45291683077812195},{"id":"https://openalex.org/keywords/green-computing","display_name":"Green computing","score":0.45255768299102783},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4374787211418152},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4331427812576294},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4151035249233246},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3582373261451721},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2700004577636719},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12138590216636658},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09396755695343018}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7498053312301636},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6191470623016357},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5754747986793518},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5091292262077332},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.45291683077812195},{"id":"https://openalex.org/C75027835","wikidata":"https://www.wikidata.org/wiki/Q1064746","display_name":"Green computing","level":3,"score":0.45255768299102783},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4374787211418152},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4331427812576294},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4151035249233246},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3582373261451721},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2700004577636719},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12138590216636658},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09396755695343018},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/6gnet58894.2023.10317778","is_oa":false,"landing_page_url":"https://doi.org/10.1109/6gnet58894.2023.10317778","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 2nd International Conference on 6G Networking (6GNet)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04489912v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04489912","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 2nd International Conference on 6G Networking (6GNet), IEEE, pp.1-4, 2023, &#x27E8;10.1109/6gnet58894.2023.10317778&#x27E9;","raw_type":"Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2054129049","https://openalex.org/W2900337970","https://openalex.org/W3021735486","https://openalex.org/W3119599540","https://openalex.org/W3172786112","https://openalex.org/W3187658556","https://openalex.org/W3215554746","https://openalex.org/W3215698464","https://openalex.org/W4210360972","https://openalex.org/W4285014129","https://openalex.org/W4286248462","https://openalex.org/W4312652688","https://openalex.org/W4313549823","https://openalex.org/W6777239175","https://openalex.org/W6789008296"],"related_works":["https://openalex.org/W4253189047","https://openalex.org/W2756057112","https://openalex.org/W1975451135","https://openalex.org/W2890570089","https://openalex.org/W1487194120","https://openalex.org/W2111773953","https://openalex.org/W179829755","https://openalex.org/W2904278394","https://openalex.org/W1986506768","https://openalex.org/W2081086020"],"abstract_inverted_index":{"While":[0],"5G":[1,27],"systems":[2],"are":[3,14,81,143,153],"still":[4,252],"not":[5],"yet":[6],"fully":[7],"deployed,":[8],"6G":[9,86,151,210,299],"Key":[10,71],"Performance":[11],"Indicators":[12,73],"(KPIs)":[13],"already":[15],"defined":[16],"and":[17,79,114,138,145,169,190,221,262,283,312],"qualified":[18],"in":[19,39,125,185,214,219,224,286,307],"terms":[20],"of":[21,34,41,44,49,53,58,63,69,84,95,109,134,140,177,205,208],"the":[22,26,96,118,132,171,203,209,270],"true":[23],"benefits":[24],"that":[25],"system":[28],"brings:":[29],"Ultra":[30],"high":[31],"capacity":[32],"(10x":[33,43,52,62],"5G),":[35,45,54,59,64],"User":[36],"data":[37],"rate":[38],"scale":[40],"Gb/s":[42],"Support":[46],"for":[47],"millions":[48],"connected":[50],"devices":[51,135,142,251,311],"Energy":[55],"efficiency":[56],"(300x":[57],"Ultra-low":[60],"latency":[61],"Ultra-high":[65],"positioning":[66],"accuracy":[67],"(30x":[68],"5G).":[70],"Value":[72],"(KVIs)":[74],"such":[75,155,259],"as":[76,156,260],"Trustworthiness,":[77],"Sustainability,":[78],"Fairness;":[80],"also":[82],"targets":[83],"future":[85,298],"networks.":[87],"Nevertheless,":[88],"among":[89],"these":[90,141,161,292],"indicators,":[91],"sustainability":[92,197],"is":[93,231],"one":[94],"primary":[97],"goals.":[98],"We":[99],"must":[100],"continue":[101],"to":[102,147,159,165,173,195,201,239,254,268],"ensure":[103,196],"good":[104],"network":[105,172],"performance":[106],"regarding":[107],"Quality":[108],"Service":[110],"(QoS),":[111],"security,":[112],"flexibility,":[113],"intelligence":[115],"while":[116],"reducing":[117],"environmental":[119],"impact.":[120],"This":[121],"problem":[122],"mainly":[123],"occurs":[124],"Massive":[126,287],"Machine":[127],"Type":[128],"Communications":[129],"(MTC),":[130],"where":[131],"number":[133,176],"increases":[136],"exponentially,":[137],"most":[139],"battery-constrained":[144],"challenging":[146],"be":[148],"charged.":[149],"Several":[150],"technologies":[152],"candidates,":[154],"Green":[157,180],"Communications,":[158],"address":[160],"challenges.":[162],"It":[163,235],"aims":[164],"reduce":[166],"energy":[167,183,212,217,222,305],"consumption":[168,213,218,223],"serve":[170],"a":[174,275],"vast":[175],"servers":[178],"cost-effectively.":[179],"communication":[181,265,277,304],"integrates":[182],"saving":[184,306],"wireless":[186],"links,":[187],"hardware":[188,238,310],"devices,":[189],"Infrastructure.":[191,313],"In":[192],"other":[193],"words,":[194],"requirements,":[198],"we":[199,273,295],"need":[200,253],"rethink":[202],"design":[204,278],"every":[206],"component":[207],"network:":[211],"Wireless":[215],"Links,":[216],"Infrastructure,":[220],"Tx/Rx":[225,309],"Hardware.":[226],"Embedded":[227,249],"Artificial":[228],"Intelligence":[229],"(AI)":[230],"an":[232],"effective":[233],"solution.":[234],"allows":[236],"constrained":[237],"run":[240],"complex":[241],"AI":[242,250,282],"algorithms,":[243],"avoiding":[244],"energy-costly":[245],"transmission":[246],"processes.":[247],"However,":[248],"offload":[255],"some":[256],"computation":[257],"tasks,":[258],"training,":[261],"current":[263],"MTC":[264,288],"protocols":[266],"struggle":[267],"meet":[269],"requirements.":[271],"Thus,":[272],"propose":[274],"new":[276],"based":[279],"on":[280],"embedded":[281],"computational":[284],"offloading":[285],"communication.":[289],"By":[290],"using":[291],"two":[293],"solutions,":[294],"show":[296],"how":[297],"networks":[300],"could":[301],"integrate":[302],"green":[303],"both":[308]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
