{"id":"https://openalex.org/W4285024153","doi":"https://doi.org/10.1109/iccworkshops53468.2022.9814659","title":"Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees","display_name":"Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees","publication_year":2022,"publication_date":"2022-05-16","ids":{"openalex":"https://openalex.org/W4285024153","doi":"https://doi.org/10.1109/iccworkshops53468.2022.9814659"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops53468.2022.9814659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops53468.2022.9814659","pdf_url":null,"source":{"id":"https://openalex.org/S4363608034","display_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/6373612","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"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mattia Merluzzi","raw_affiliation_strings":["Universite Grenoble,CEA-Leti,Alpes,Grenoble,France,F-38000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite Grenoble,CEA-Leti,Alpes,Grenoble,France,F-38000","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062501594","display_name":"Claudio Battiloro","orcid":"https://orcid.org/0000-0003-0090-5355"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudio Battiloro","raw_affiliation_strings":["Sapienza University of Rome,Electronics, and Telecommunications,Dept. of Information Engineering,Italy","Dept. of Information Engineering, Electronics, and Telecommunications, Sapienza University of Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sapienza University of Rome,Electronics, and Telecommunications,Dept. of Information Engineering,Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Dept. of Information Engineering, Electronics, and Telecommunications, Sapienza University of Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000852147","display_name":"Paolo Di Lorenzo","orcid":"https://orcid.org/0000-0002-4130-3177"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Di Lorenzo","raw_affiliation_strings":["Sapienza University of Rome,Electronics, and Telecommunications,Dept. of Information Engineering,Italy","Dept. of Information Engineering, Electronics, and Telecommunications, Sapienza University of Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sapienza University of Rome,Electronics, and Telecommunications,Dept. of Information Engineering,Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Dept. of Information Engineering, Electronics, and Telecommunications, Sapienza University of Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"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"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emilio Calvanese Strinati","raw_affiliation_strings":["Universite Grenoble,CEA-Leti,Alpes,Grenoble,France,F-38000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universite Grenoble,CEA-Leti,Alpes,Grenoble,France,F-38000","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I4210150049","https://openalex.org/I2738703131"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"109","last_page":"114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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":0.8231903314590454},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7462081909179688},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.7017643451690674},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6001080274581909},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.581623375415802},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.560806393623352},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5397515892982483},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5373221039772034},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.507935106754303},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4682007431983948},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4545641541481018},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.4459729790687561},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4386647343635559},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4234650135040283},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4063030779361725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38746216893196106},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3860638737678528},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08531716465950012},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08122828602790833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8231903314590454},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7462081909179688},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7017643451690674},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6001080274581909},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.581623375415802},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.560806393623352},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5397515892982483},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5373221039772034},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.507935106754303},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4682007431983948},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4545641541481018},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.4459729790687561},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4386647343635559},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4234650135040283},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4063030779361725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38746216893196106},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3860638737678528},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08531716465950012},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08122828602790833},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iccworkshops53468.2022.9814659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops53468.2022.9814659","pdf_url":null,"source":{"id":"https://openalex.org/S4363608034","display_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:6373612","is_oa":true,"landing_page_url":"https://zenodo.org/record/6373612","pdf_url":"https://zenodo.org/record/6373612","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"},{"id":"pmh:oai:iris.uniroma1.it:11573/1669877","is_oa":true,"landing_page_url":"https://hdl.handle.net/11573/1669877","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:6373612","is_oa":true,"landing_page_url":"https://zenodo.org/record/6373612","pdf_url":"https://zenodo.org/record/6373612","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":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285024153.pdf","grobid_xml":"https://content.openalex.org/works/W4285024153.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1506806321","https://openalex.org/W2082011829","https://openalex.org/W2109341366","https://openalex.org/W2734855181","https://openalex.org/W2790412025","https://openalex.org/W2792220137","https://openalex.org/W2887117815","https://openalex.org/W2950865323","https://openalex.org/W2963674932","https://openalex.org/W3010717392","https://openalex.org/W3118608800","https://openalex.org/W3147370375","https://openalex.org/W3156233896","https://openalex.org/W3212941463","https://openalex.org/W4250589301","https://openalex.org/W4252642235","https://openalex.org/W4301852635","https://openalex.org/W6638632666"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W3174690704","https://openalex.org/W4322761281","https://openalex.org/W2968424451","https://openalex.org/W4238233472","https://openalex.org/W4221092438","https://openalex.org/W3111395152","https://openalex.org/W4313526662"],"abstract_inverted_index":{"Learning":[0],"at":[1],"the":[2,32,80,103,114,147,154],"edge":[3],"is":[4],"a":[5,76],"challenging":[6],"task":[7,78],"from":[8],"several":[9],"perspectives,":[10],"since":[11],"data":[12,24,61],"must":[13],"be":[14],"collected":[15],"by":[16],"end":[17,83],"devices":[18],"(e.g.":[19,23],"sensors),":[20],"possibly":[21],"pre-processed":[22],"compression),":[25],"and":[26,47,70,90,130,160],"finally":[27],"processed":[28],"remotely":[29],"to":[30,74],"output":[31],"result":[33],"of":[34,102,105,116,127,132,149],"training":[35],"and/or":[36],"inference":[37,91,161],"phases.":[38],"This":[39],"involves":[40],"heterogeneous":[41],"resources,":[42,66,73],"such":[43],"as":[44],"radio,":[45],"computing":[46,65,72],"learning":[48],"related":[49],"parameters.":[50],"In":[51],"this":[52],"context,":[53],"we":[54],"propose":[55],"an":[56],"algorithm":[57],"that":[58,131],"dynamically":[59],"selects":[60],"encoding":[62],"scheme,":[63],"local":[64],"uplink":[67],"radio":[68],"parameters,":[69,109],"remote":[71],"perform":[75],"classification":[77,145],"with":[79],"minimum":[81],"average":[82],"devices'":[84],"energy":[85],"consumption,":[86],"under":[87],"E2E":[88],"delay":[89,159],"reliability":[92],"constraints.":[93],"Our":[94],"method":[95,151],"does":[96],"not":[97],"assume":[98],"any":[99],"prior":[100],"knowledge":[101],"statistics":[104],"time":[106],"varying":[107],"context":[108],"while":[110],"it":[111],"only":[112],"requires":[113],"solution":[115],"low":[117],"complexity":[118],"per-slot":[119],"deterministic":[120],"optimization":[121],"problems,":[122],"based":[123,143],"on":[124,139],"instantaneous":[125],"observations":[126],"these":[128],"parameters":[129],"properly":[133],"defined":[134],"state":[135],"variables.":[136],"Numerical":[137],"results":[138],"convolutional":[140],"neural":[141],"network":[142],"image":[144],"illustrate":[146],"effectiveness":[148],"our":[150],"in":[152],"striking":[153],"best":[155],"trade-off":[156],"between":[157],"energy,":[158],"reliability.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}
