{"id":"https://openalex.org/W4401508022","doi":"https://doi.org/10.1109/infocom52122.2024.10621218","title":"Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems","display_name":"Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4401508022","doi":"https://doi.org/10.1109/infocom52122.2024.10621218"},"language":"en","primary_location":{"id":"doi:10.1109/infocom52122.2024.10621218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom52122.2024.10621218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-05448965/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061838929","display_name":"Chetna Singhal","orcid":"https://orcid.org/0000-0002-4712-8162"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"C. Singhal","raw_affiliation_strings":["Indian Institute of Technology,Kharagpur,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology,Kharagpur,India","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102737709","display_name":"Yiwen Wu","orcid":"https://orcid.org/0000-0003-0241-7988"},"institutions":[{"id":"https://openalex.org/I4210137750","display_name":"UC Irvine Health","ror":"https://ror.org/03fgher32","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Y. Wu","raw_affiliation_strings":["UC,Irvine,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC,Irvine,USA","institution_ids":["https://openalex.org/I4210137750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035651305","display_name":"Francesco Malandrino","orcid":"https://orcid.org/0000-0003-0458-2004"},"institutions":[{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"F. Malandrino","raw_affiliation_strings":["CNR-IEIIT,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNR-IEIIT,Italy","institution_ids":["https://openalex.org/I4210100607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051196445","display_name":"Marco Levorato","orcid":"https://orcid.org/0000-0002-6920-4189"},"institutions":[{"id":"https://openalex.org/I4210137750","display_name":"UC Irvine Health","ror":"https://ror.org/03fgher32","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210137750"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Levorato","raw_affiliation_strings":["UC,Irvine,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UC,Irvine,USA","institution_ids":["https://openalex.org/I4210137750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021780258","display_name":"Carla Fabiana Chiasserini","orcid":"https://orcid.org/0000-0003-1410-660X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"C. F. Chiasserini","raw_affiliation_strings":["Politecnico di Torino,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino,Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061838929"],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":3.6262,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.9352905,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1621","last_page":"1630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.998199999332428,"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":0.998199999332428,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9968000054359436,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.8595726490020752},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.788245439529419},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5952115654945374},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5880216360092163},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3932735323905945},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1319965124130249}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8595726490020752},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.788245439529419},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5952115654945374},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5880216360092163},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3932735323905945},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1319965124130249}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/infocom52122.2024.10621218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom52122.2024.10621218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05448965v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-05448965","pdf_url":"https://inria.hal.science/hal-05448965/document","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"INFOCOM 2024 - IEEE Conference on Computer Communications, May 2024, Vancouver, France. pp.1621-1630, ⟨10.1109/INFOCOM52122.2024.10621218⟩","raw_type":"Conference papers"},{"id":"pmh:oai:research.chalmers.se:542591","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/542591","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"doi:10.5281/zenodo.10554945","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10554945","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05448965v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-05448965","pdf_url":"https://inria.hal.science/hal-05448965/document","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"INFOCOM 2024 - IEEE Conference on Computer Communications, May 2024, Vancouver, France. pp.1621-1630, ⟨10.1109/INFOCOM52122.2024.10621218⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3263313790","display_name":null,"funder_award_id":"101095890","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3779574584","display_name":null,"funder_award_id":"101096379","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5950468039","display_name":null,"funder_award_id":"101095363","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G687078303","display_name":null,"funder_award_id":"ADROIT6G","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8893660128","display_name":null,"funder_award_id":"PE0000001","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":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401508022.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W2030170468","https://openalex.org/W2042492403","https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W2321307031","https://openalex.org/W2335223849","https://openalex.org/W2611447099","https://openalex.org/W2734358244","https://openalex.org/W2757855038","https://openalex.org/W2769581371","https://openalex.org/W2775965637","https://openalex.org/W2883872876","https://openalex.org/W2890623929","https://openalex.org/W2912581782","https://openalex.org/W2962677625","https://openalex.org/W2963318081","https://openalex.org/W2971714613","https://openalex.org/W2973288277","https://openalex.org/W2980150456","https://openalex.org/W3003426262","https://openalex.org/W3010012151","https://openalex.org/W3012561096","https://openalex.org/W3129362180","https://openalex.org/W3131772491","https://openalex.org/W3134255974","https://openalex.org/W3134603645","https://openalex.org/W3168652588","https://openalex.org/W3168997536","https://openalex.org/W3170790803","https://openalex.org/W3176364684","https://openalex.org/W3184588002","https://openalex.org/W3189532120","https://openalex.org/W3196226093","https://openalex.org/W4205189174","https://openalex.org/W4206599199","https://openalex.org/W4210984920","https://openalex.org/W4224134719","https://openalex.org/W4224918070","https://openalex.org/W4236099117","https://openalex.org/W4283025620","https://openalex.org/W4283074224","https://openalex.org/W4312334299","https://openalex.org/W4312534368","https://openalex.org/W4317038564","https://openalex.org/W4366967707","https://openalex.org/W4385489040","https://openalex.org/W6773366154","https://openalex.org/W6791444617","https://openalex.org/W6798869253","https://openalex.org/W6838585372"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154"],"abstract_inverted_index":{"The":[0],"increasing":[1],"pervasiveness":[2],"of":[3,13,23,31,71,82,85,93,178],"intelligent":[4],"mobile":[5],"applications":[6],"requires":[7],"to":[8,28,38,44,90,193],"exploit":[9],"the":[10,17,21,29,40,45,72,80,91,94,105,110,114,118,123,127,147,151,161,165,184],"full":[11],"range":[12],"resources":[14,47],"offered":[15],"by":[16,61],"mobile-edge-cloud":[18,95],"network":[19,163],"for":[20,108,173,197],"execution":[22],"inference":[24,153,159],"tasks.":[25],"However,":[26],"due":[27],"heterogeneity":[30],"such":[32],"multi-tiered":[33,119,162],"networks,":[34],"it":[35],"is":[36],"essential":[37],"make":[39],"applications\u2019":[41],"demand":[42],"amenable":[43],"available":[46],"while":[48,156],"minimizing":[49],"energy":[50,154,190],"consumption.":[51],"Modern":[52],"dynamic":[53],"deep":[54],"neural":[55],"networks":[56],"(DNN)":[57],"achieve":[58],"this":[59,76],"goal":[60],"designing":[62],"multi-branched":[63],"architectures":[64],"where":[65],"early":[66,88],"exits":[67,89],"enable":[68],"sample-based":[69],"adaptation":[70],"model":[73],"depth.":[74],"In":[75],"paper,":[77],"we":[78,103],"tackle":[79],"problem":[81],"allocating":[83],"sections":[84],"DNNs":[86,174],"with":[87,164,175],"nodes":[92],"system.":[96],"By":[97],"envisioning":[98],"a":[99,131,194],"3-stage":[100],"graph-modeling":[101],"approach,":[102],"represent":[104],"possible":[106],"options":[107],"splitting":[109],"DNN":[111,115],"and":[112,126,133,168,186],"deploying":[113],"blocks":[116],"on":[117],"network,":[120],"embedding":[121],"both":[122],"system":[124],"constraints":[125],"application":[128],"requirements":[129],"in":[130],"convenient":[132],"efficient":[134],"way.":[135],"Our":[136,170],"framework":[137],"\u2013":[138,144],"named":[139],"Feasible":[140],"Inference":[141],"Graph":[142],"(FIN)":[143],"can":[145],"identify":[146],"solution":[148],"that":[149,181],"minimizes":[150],"overall":[152],"consumption":[155],"enabling":[157],"distributed":[158],"over":[160,188],"target":[166],"quality":[167],"latency.":[169],"results,":[171],"obtained":[172],"different":[176],"levels":[177],"complexity,":[179],"show":[180],"FIN":[182],"matches":[183],"optimum":[185],"yields":[187],"65%":[189],"savings":[191],"relative":[192],"state-of-the-art":[195],"technique":[196],"cost":[198],"minimization.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}