{"id":"https://openalex.org/W4284958128","doi":"https://doi.org/10.1109/eucnc/6gsummit54941.2022.9815625","title":"Energy-Efficient Dynamic Edge Computing with Electromagnetic Field Exposure Constraints","display_name":"Energy-Efficient Dynamic Edge Computing with Electromagnetic Field Exposure Constraints","publication_year":2022,"publication_date":"2022-06-07","ids":{"openalex":"https://openalex.org/W4284958128","doi":"https://doi.org/10.1109/eucnc/6gsummit54941.2022.9815625"},"language":"en","primary_location":{"id":"doi:10.1109/eucnc/6gsummit54941.2022.9815625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eucnc/6gsummit54941.2022.9815625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Joint European Conference on Networks and Communications &amp; 6G Summit (EuCNC/6G Summit)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/6563570","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007993461","display_name":"Mattia Merluzzi","orcid":"https://orcid.org/0000-0001-8538-1268"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mattia Merluzzi","raw_affiliation_strings":["Universit&#x00E9; Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000","institution_ids":["https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087589711","display_name":"Serge Bories","orcid":"https://orcid.org/0000-0002-0588-7291"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Serge Bories","raw_affiliation_strings":["Universit&#x00E9; Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000","institution_ids":["https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050392672","display_name":"Emilio Calvanese Strinati","orcid":"https://orcid.org/0000-0001-9346-8478"},"institutions":[{"id":"https://openalex.org/I2738703131","display_name":"Commissariat \u00e0 l'\u00c9nergie Atomique et aux \u00c9nergies Alternatives","ror":"https://ror.org/00jjx8s55","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131"]},{"id":"https://openalex.org/I4210150049","display_name":"Laboratoire d'\u00c9lectronique des Technologies de l'Information","ror":"https://ror.org/04mf0wv34","country_code":"FR","type":"government","lineage":["https://openalex.org/I2738703131","https://openalex.org/I2738703131","https://openalex.org/I4210117989","https://openalex.org/I4210150049"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emilio Calvanese Strinati","raw_affiliation_strings":["Universit&#x00E9; Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Grenoble Alpes,CEA-Leti,Grenoble,France,F-38000","institution_ids":["https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9983000159263611,"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/T13553","display_name":"Age of Information Optimization","score":0.9980000257492065,"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":0.7215133309364319},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6252043843269348},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.6036897897720337},{"id":"https://openalex.org/keywords/telecommunications-link","display_name":"Telecommunications link","score":0.5647922158241272},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5561074614524841},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5457971096038818},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5308238863945007},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5086134672164917},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.48128432035446167},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.4691419005393982},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4271467924118042},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.4195464551448822},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.41591277718544006},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.3405179977416992},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1766394078731537},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14734622836112976},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14547857642173767},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12320500612258911},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09389230608940125},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09089261293411255}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7215133309364319},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6252043843269348},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.6036897897720337},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.5647922158241272},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5561074614524841},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5457971096038818},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5308238863945007},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5086134672164917},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.48128432035446167},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.4691419005393982},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4271467924118042},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.4195464551448822},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.41591277718544006},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.3405179977416992},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1766394078731537},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14734622836112976},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14547857642173767},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12320500612258911},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09389230608940125},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09089261293411255},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C37935115","wikidata":"https://www.wikidata.org/wiki/Q6707085","display_name":"Lyapunov redesign","level":4,"score":0.0},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/eucnc/6gsummit54941.2022.9815625","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eucnc/6gsummit54941.2022.9815625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Joint European Conference on Networks and Communications &amp; 6G Summit (EuCNC/6G Summit)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:6563570","is_oa":true,"landing_page_url":"https://zenodo.org/record/6563570","pdf_url":"https://zenodo.org/record/6563570","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/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:6563570","is_oa":true,"landing_page_url":"https://zenodo.org/record/6563570","pdf_url":"https://zenodo.org/record/6563570","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/conferencePaper"},"sustainable_development_goals":[],"awards":[],"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/W4284958128.pdf","grobid_xml":"https://content.openalex.org/works/W4284958128.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1966959269","https://openalex.org/W2056208588","https://openalex.org/W2082011829","https://openalex.org/W2109341366","https://openalex.org/W2120344179","https://openalex.org/W2166914834","https://openalex.org/W2321347877","https://openalex.org/W2491887302","https://openalex.org/W2510958393","https://openalex.org/W2593769694","https://openalex.org/W2904994737","https://openalex.org/W2969077220","https://openalex.org/W3010717392","https://openalex.org/W3034606981","https://openalex.org/W3118889259","https://openalex.org/W3126130167","https://openalex.org/W3134818623","https://openalex.org/W3147370375","https://openalex.org/W3185629195","https://openalex.org/W3203029510","https://openalex.org/W4250589301","https://openalex.org/W4301852635","https://openalex.org/W6722725884"],"related_works":["https://openalex.org/W3203523248","https://openalex.org/W3139211623","https://openalex.org/W4226451617","https://openalex.org/W3009864640","https://openalex.org/W3133622663","https://openalex.org/W2894114519","https://openalex.org/W2772121850","https://openalex.org/W2967734072","https://openalex.org/W4200420173","https://openalex.org/W2920581164"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,55,91,98],"dynamic":[3],"resource":[4],"allocation":[5],"strategy":[6,136],"for":[7,51,60],"energy-efficient":[8],"and":[9,42,54,120,149,168],"Electromagnetic":[10],"Field":[11],"(EMF)":[12],"exposure":[13,41,169],"aware":[14,170],"computation":[15,171],"offloading":[16,143],"at":[17],"the":[18,27,108,111,125,131,134,139,153,160,164],"wireless":[19,87],"network":[20],"edge.":[21],"The":[22,46],"goal":[23,75],"is":[24,70,96,105,114,159],"to":[25,72],"maximize":[26],"overall":[28],"system":[29,43],"sum-rate":[30],"of":[31,86,110,133,155,166],"offloaded":[32],"data,":[33],"under":[34],"stability":[35],"(i.e.":[36],"finite":[37],"end-to-end":[38],"delay),":[39],"EMF":[40,147],"power":[44,145],"constraints.":[45],"latter":[47],"comprises":[48],"end":[49],"devices":[50],"uplink":[52],"transmission":[53],"Mobile":[56],"Edge":[57],"Host":[58],"(MEH)":[59],"computation.":[61],"Our":[62],"proposed":[63,135],"method,":[64],"based":[65,101],"on":[66,79,102],"Lyapunov":[67],"stochastic":[68],"optimization,":[69],"able":[71],"achieve":[73],"this":[74,158],"with":[76,116],"theoretical":[77,126],"guarantees":[78],"asymptotic":[80],"optimality,":[81],"without":[82],"any":[83],"prior":[84],"knowledge":[85],"channel":[88],"statistics.":[89],"Although":[90],"complex":[92],"long-term":[93],"optimization":[94,100],"problem":[95,113,165],"formulated,":[97],"per-slot":[99],"instantaneous":[103,112],"realizations":[104],"derived.":[106],"Moreover,":[107],"solution":[109],"provided":[115],"closed":[117],"form":[118],"expressions":[119],"fast":[121],"iterative":[122],"procedures.":[123],"Besides":[124],"analysis,":[127],"numerical":[128],"results":[129],"assess":[130],"performance":[132],"in":[137],"striking":[138],"best":[140,154],"trade-off":[141],"between":[142],"sum-rate,":[144],"consumption,":[146],"exposure,":[148],"E2E":[150],"delay.":[151],"To":[152],"our":[156],"knowledge,":[157],"first":[161],"work":[162],"addressing":[163],"energy":[167],"offloading.":[172]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
