{"id":"https://openalex.org/W4417169269","doi":"https://doi.org/10.1109/dsd67783.2025.00091","title":"Circadia: Checkpointing for Intermittent Computing in AI Driven Applications","display_name":"Circadia: Checkpointing for Intermittent Computing in AI Driven Applications","publication_year":2025,"publication_date":"2025-09-10","ids":{"openalex":"https://openalex.org/W4417169269","doi":"https://doi.org/10.1109/dsd67783.2025.00091"},"language":"en","primary_location":{"id":"doi:10.1109/dsd67783.2025.00091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsd67783.2025.00091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th Euromicro Conference on Digital System Design (DSD)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05340384","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120758602","display_name":"Matthieu Rodet","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Matthieu Rodet","raw_affiliation_strings":["PACAP Univ Rennes, Inria, CNRS IRISA,Rennes,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PACAP Univ Rennes, Inria, CNRS IRISA,Rennes,France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079733455","display_name":"Jean-Luc B\u00e9chennec","orcid":"https://orcid.org/0000-0002-3763-8417"},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Luc B\u00e9chennec","raw_affiliation_strings":["STR Nantes Université, École Centrale Nantes CNRS, LS2N,Nantes,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STR Nantes Université, École Centrale Nantes CNRS, LS2N,Nantes,France","institution_ids":["https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054781086","display_name":"Mika\u00ebl Briday","orcid":"https://orcid.org/0000-0001-7251-6688"},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mika\u00ebl Briday","raw_affiliation_strings":["STR Nantes Université, École Centrale Nantes CNRS, LS2N,Nantes,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STR Nantes Université, École Centrale Nantes CNRS, LS2N,Nantes,France","institution_ids":["https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040695721","display_name":"S\u00e9bastien Faucou","orcid":"https://orcid.org/0000-0002-1514-3579"},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S\u00e9bastien Faucou","raw_affiliation_strings":["STR Nantes Université, École Centrale Nantes CNRS, LS2N,Nantes,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STR Nantes Université, École Centrale Nantes CNRS, LS2N,Nantes,France","institution_ids":["https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078728326","display_name":"Isabelle Puaut","orcid":"https://orcid.org/0000-0001-9310-9651"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Isabelle Puaut","raw_affiliation_strings":["PACAP Univ Rennes, Inria, CNRS IRISA,Rennes,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PACAP Univ Rennes, Inria, CNRS IRISA,Rennes,France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068551139","display_name":"Erven Rohou","orcid":"https://orcid.org/0000-0002-8060-8360"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Erven Rohou","raw_affiliation_strings":["PACAP Univ Rennes, Inria, CNRS IRISA,Rennes,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PACAP Univ Rennes, Inria, CNRS IRISA,Rennes,France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33492408,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"625","last_page":"634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.250900000333786,"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"}},"topics":[{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.250900000333786,"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/T11005","display_name":"Radiation Effects in Electronics","score":0.1444000005722046,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.07400000095367432,"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/dataflow","display_name":"Dataflow","score":0.6827999949455261},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5975000262260437},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5580999851226807},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4675000011920929},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4510999917984009},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4496000111103058},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.42419999837875366},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4097000062465668},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.39419999718666077},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.3741999864578247}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8652999997138977},{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.6827999949455261},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5975000262260437},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5909000039100647},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5580999851226807},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4675000011920929},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4510999917984009},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4496000111103058},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.42419999837875366},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.41769999265670776},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4097000062465668},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.39419999718666077},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3846000134944916},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3741999864578247},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.3675999939441681},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.3637000024318695},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3628000020980835},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3456000089645386},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.3312000036239624},{"id":"https://openalex.org/C489000","wikidata":"https://www.wikidata.org/wiki/Q747385","display_name":"Data flow diagram","level":2,"score":0.32010000944137573},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3181000053882599},{"id":"https://openalex.org/C2780388094","wikidata":"https://www.wikidata.org/wiki/Q1666248","display_name":"Intermittency","level":3,"score":0.3156999945640564},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.31529998779296875},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.27090001106262207},{"id":"https://openalex.org/C88468194","wikidata":"https://www.wikidata.org/wiki/Q1172416","display_name":"Data-flow analysis","level":3,"score":0.2624000012874603},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dsd67783.2025.00091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsd67783.2025.00091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 28th Euromicro Conference on Digital System Design (DSD)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05340384v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05340384","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"DSD 2025 - 28th Euromicro Conference on Digital System Design, Sep 2025, Salerno, Italy. pp.1-10, ⟨10.1109/DSD67783.2025.00091⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05340384v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05340384","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"DSD 2025 - 28th Euromicro Conference on Digital System Design, Sep 2025, Salerno, Italy. pp.1-10, ⟨10.1109/DSD67783.2025.00091⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6800501434","display_name":"Operating Within Limits","funder_award_id":"ANR-23-IAS3-0003","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Battery-less":[0],"embedded":[1,186],"systems":[2,80],"powered":[3],"by":[4,25],"energy":[5,62,145,205],"harvesting":[6],"eliminate":[7],"the":[8,121,134,162],"need":[9],"for":[10,33,72],"battery":[11],"maintenance":[12],"and":[13,47,124,143,184],"enable":[14],"their":[15,21],"deployment":[16],"in":[17,116],"remote":[18],"environments.":[19],"However,":[20],"intermittent":[22],"execution,":[23],"disrupted":[24],"unpredictable":[26],"power":[27,45],"failures,":[28,46],"complicates":[29],"data":[30,43,49,55,141],"processing.":[31],"Solutions":[32],"intermittency":[34],"management":[35],"gravitate":[36],"around":[37],"one":[38],"key":[39],"technique:":[40],"checkpointing":[41,110,165],"volatile":[42],"before":[44],"retrieving":[48],"at":[50,207],"system":[51],"reboot.":[52],"Moreover,":[53],"since":[54],"transmission":[56],"is":[57,68,194],"a":[58,109,151,158],"major":[59],"source":[60],"of":[61,127,197],"consumption,":[63],"performing":[64],"computations":[65],"directly":[66],"ondevice":[67],"essential.":[69],"Initially":[70],"used":[71],"simple":[73],"tasks":[74,88],"such":[75,89,97],"as":[76,90,98],"goods":[77],"identifications,":[78],"battery-less":[79,117],"are":[81],"now":[82],"being":[83],"applied":[84],"to":[85,113,137,155,174],"more":[86],"energy-intensive":[87],"image":[91],"recognition":[92],"leveraging":[93,120],"machine":[94],"learning":[95],"algorithms":[96],"Convolutional":[99],"Neural":[100],"Networks":[101],"(CNNs).":[102],"In":[103],"this":[104],"paper,":[105],"we":[106],"introduce":[107],"Circadia,":[108],"strategy":[111],"dedicated":[112],"CNN":[114,135],"inference":[115],"systems.":[118],"By":[119,147],"structured":[122],"dataflow":[123],"control":[125],"flow":[126],"CNNs,":[128,187],"Circadia":[129,149,173],"strategically":[130],"places":[131],"checkpoints":[132],"within":[133],"code":[136],"ensure":[138],"task":[139],"termination,":[140],"consistency,":[142],"low":[144],"consumption.":[146],"design,":[148],"has":[150,168],"linear":[152],"complexity":[153],"relative":[154],"model":[156],"size,":[157],"significant":[159],"improvement":[160],"over":[161],"closest":[163],"state-of-the-art":[164,185],"method,":[166],"which":[167],"cubic":[169],"complexity.":[170],"This":[171],"enables":[172],"handle":[175],"much":[176],"larger":[177],"CNNs.":[178],"Experimental":[179],"results,":[180],"on":[181],"both":[182],"generated":[183],"show":[188],"that":[189],"its":[190,204],"checkpoint":[191],"placement":[192],"time":[193],"several":[195],"orders":[196],"magnitude":[198],"lower":[199],"than":[200],"existing":[201],"approaches,":[202],"while":[203],"consumption":[206],"runtime":[208],"remains":[209],"nearly":[210],"identical.":[211]},"counts_by_year":[],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-11-03T00:00:00"}