{"id":"https://openalex.org/W7084059376","doi":"https://doi.org/10.1109/infocomwkshps65812.2025.11152853","title":"Energy-Efficient Resource Allocation for Accuracy-Aware Cooperative DNN Inference in IoT","display_name":"Energy-Efficient Resource Allocation for Accuracy-Aware Cooperative DNN Inference in IoT","publication_year":2025,"publication_date":"2025-05-19","ids":{"openalex":"https://openalex.org/W7084059376","doi":"https://doi.org/10.1109/infocomwkshps65812.2025.11152853"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps65812.2025.11152853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps65812.2025.11152853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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":null,"display_name":"Wei Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Jiang","raw_affiliation_strings":["Institute of Cyberspace Security, Zhejiang University of Technology,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Institute of Cyberspace Security, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haichao Han","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haichao Han","raw_affiliation_strings":["Institute of Cyberspace Security, Zhejiang University of Technology,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Institute of Cyberspace Security, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Wang","raw_affiliation_strings":["Institute of Cyberspace Security, Zhejiang University of Technology,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Institute of Cyberspace Security, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liping Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Qian","raw_affiliation_strings":["Institute of Cyberspace Security, Zhejiang University of Technology,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Institute of Cyberspace Security, Zhejiang University of Technology,Hangzhou,China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fengsheng Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengsheng Wei","raw_affiliation_strings":["Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China,Huzhou,China"],"affiliations":[{"raw_affiliation_string":"Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China,Huzhou,China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"last","author":{"id":null,"display_name":"Gang Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Feng","raw_affiliation_strings":["National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China,Chengdu,China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67489363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11470","display_name":"Legume Nitrogen Fixing Symbiosis","score":0.8736000061035156,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11470","display_name":"Legume Nitrogen Fixing Symbiosis","score":0.8736000061035156,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.007400000002235174,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11578","display_name":"Plant Pathogenic Bacteria Studies","score":0.007300000172108412,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6660000085830688},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6383000016212463},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5562999844551086},{"id":"https://openalex.org/keywords/computation-offloading","display_name":"Computation offloading","score":0.5091000199317932},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.4641999900341034},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4498000144958496},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4498000144958496},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.44830000400543213},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.42149999737739563},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.39969998598098755}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7976999878883362},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6660000085830688},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6383000016212463},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5562999844551086},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5419999957084656},{"id":"https://openalex.org/C2781041963","wikidata":"https://www.wikidata.org/wiki/Q18348618","display_name":"Computation offloading","level":4,"score":0.5091000199317932},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.4641999900341034},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4498000144958496},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4498000144958496},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.44830000400543213},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.42149999737739563},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.39969998598098755},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.37290000915527344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.367900013923645},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.30970001220703125},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.30660000443458557},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.28690001368522644},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.28450000286102295},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2782000005245209},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2773999869823456},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.26969999074935913},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.25609999895095825},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2547000050544739},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocomwkshps65812.2025.11152853","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps65812.2025.11152853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2025 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1922937245","https://openalex.org/W2124386111","https://openalex.org/W2194775991","https://openalex.org/W2604319603","https://openalex.org/W2789414605","https://openalex.org/W2962677625","https://openalex.org/W2980856918","https://openalex.org/W2997647139","https://openalex.org/W3059280052","https://openalex.org/W3158390398","https://openalex.org/W3212941463","https://openalex.org/W4236099117","https://openalex.org/W4281554877","https://openalex.org/W4378697064","https://openalex.org/W4381887816","https://openalex.org/W4404035584"],"related_works":[],"abstract_inverted_index":{"Internet":[0],"of":[1,26,78,86],"Things":[2],"(IoT)":[3],"devices":[4,28,80],"face":[5],"limitations":[6],"in":[7],"energy":[8,76,153],"consumption":[9,77,154],"and":[10,29,57,73,89,96,110,126,129],"computing":[11,56,95],"capability":[12],"to":[13,35,45,120,156],"handle":[14],"the":[15,37,75,84,122,151],"complex":[16],"inference":[17,50,71],"tasks":[18],"involving":[19],"deep":[20],"neural":[21],"networks":[22],"(DNNs).":[23],"Although":[24],"collaboration":[25],"local":[27,55],"edge":[30],"servers":[31],"can":[32,148],"be":[33],"leveraged":[34],"alleviate":[36],"burden":[38],"on":[39],"IoT":[40,79],"devices,":[41],"it":[42,102,113],"is":[43],"challenging":[44],"design":[46],"an":[47,67],"energy-efficient":[48],"cooperative":[49],"policy":[51],"when":[52],"DNN":[53,70,87],"partitioning,":[54],"computation":[58],"offloading":[59],"are":[60],"involved.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65],"consider":[66],"accuracy-aware":[68],"multi-branch":[69],"model":[72],"minimize":[74],"by":[81],"jointly":[82],"optimizing":[83],"selection":[85],"branch":[88],"partition":[90],"layer":[91],"as":[92,94,103],"well":[93],"communication":[97],"resources":[98],"allocation.":[99],"We":[100,115],"formulate":[101],"a":[104,117],"mixed-integer":[105],"nonlinear":[106],"programming":[107],"(MINLP)":[108],"problem,":[109],"cannot":[111],"solve":[112,131],"directly.":[114],"propose":[116],"hierarchical":[118],"approach":[119],"decompose":[121],"problem":[123],"into":[124],"top-level":[125],"bottom-level":[127],"problems,":[128],"then":[130],"them":[132],"with":[133],"Proportional":[134],"Integral":[135],"Derivative":[136],"based":[137],"(PID-based)":[138],"search":[139],"algorithm.":[140],"Simulation":[141],"results":[142],"demonstrate":[143],"that":[144],"our":[145],"proposed":[146],"scheme":[147],"significantly":[149],"reduce":[150],"total":[152],"compared":[155],"other":[157],"existing":[158],"schemes.":[159]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
