{"id":"https://openalex.org/W4405908253","doi":"https://doi.org/10.1109/wf-iot62078.2024.10811431","title":"Towards Online Machine Learning Libraries for Embedded Systems","display_name":"Towards Online Machine Learning Libraries for Embedded Systems","publication_year":2024,"publication_date":"2024-11-10","ids":{"openalex":"https://openalex.org/W4405908253","doi":"https://doi.org/10.1109/wf-iot62078.2024.10811431"},"language":"en","primary_location":{"id":"doi:10.1109/wf-iot62078.2024.10811431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot62078.2024.10811431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th World Forum on Internet of Things (WF-IoT)","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":"https://openalex.org/A5050053428","display_name":"Christophe C\u00e9rin","orcid":"https://orcid.org/0000-0003-0993-9826"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Christophe C\u00e9rin","raw_affiliation_strings":["Université Sorbonne Paris Nord LIPN UMR CNRS 7030 99 avenue J.B. Clément,Villettaneuse,France,93430"],"affiliations":[{"raw_affiliation_string":"Université Sorbonne Paris Nord LIPN UMR CNRS 7030 99 avenue J.B. Clément,Villettaneuse,France,93430","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I1294671590","https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042360549","display_name":"Mamadou Sow","orcid":"https://orcid.org/0000-0002-8537-5690"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mamadou Sow","raw_affiliation_strings":["Université Sorbonne Paris Nord LIPN UMR CNRS 7030 99 avenue J.B. Clément,Villettaneuse,France,93430"],"affiliations":[{"raw_affiliation_string":"Université Sorbonne Paris Nord LIPN UMR CNRS 7030 99 avenue J.B. Clément,Villettaneuse,France,93430","institution_ids":["https://openalex.org/I4210156583","https://openalex.org/I1294671590","https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083173141","display_name":"Didier Donsez","orcid":"https://orcid.org/0000-0002-7136-152X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Didier Donsez","raw_affiliation_strings":["Laboratoire d’Informatique de Grenoble Bâtiment IMAG - 150 place du Torrent Domaine universitaire,Saint Martin d’Héres,France,38401"],"affiliations":[{"raw_affiliation_string":"Laboratoire d’Informatique de Grenoble Bâtiment IMAG - 150 place du Torrent Domaine universitaire,Saint Martin d’Héres,France,38401","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115708538","display_name":"Louis Closson Adeunis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Louis Closson Adeunis","raw_affiliation_strings":["283 Rue Louis Néel,Crolles,France,38920"],"affiliations":[{"raw_affiliation_string":"283 Rue Louis Néel,Crolles,France,38920","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050053428"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22586928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"790","last_page":"797"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7288872003555298},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4065331518650055},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3716643452644348},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.35956859588623047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3245096206665039}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7288872003555298},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4065331518650055},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3716643452644348},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.35956859588623047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3245096206665039}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wf-iot62078.2024.10811431","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wf-iot62078.2024.10811431","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 10th World Forum on Internet of Things (WF-IoT)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04945803v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04945803","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WF-IoT 2024 - IEEE 10th World Forum on Internet of Things, Nov 2024, Ottawa, Canada. pp.790-797, ⟨10.1109/WF-IoT62078.2024.10811431⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2142838865","https://openalex.org/W2740924709","https://openalex.org/W2949379517","https://openalex.org/W3136402930","https://openalex.org/W3159243351","https://openalex.org/W4224274075","https://openalex.org/W4295954723","https://openalex.org/W4388469605","https://openalex.org/W4390789905","https://openalex.org/W4391616948","https://openalex.org/W6748081988","https://openalex.org/W6854423094","https://openalex.org/W6982157838"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"the":[1,18,25,57,64,84,90,100,109,117,122,130,143,168],"context":[2,101],"of":[3,74,86,102,111,116,121,133,154,167],"Smart":[4,103],"Buildings,":[5],"data":[6,14],"arrive":[7],"continually":[8],"from":[9,70,77,142],"sensors.":[10],"Learning":[11],"about":[12],"those":[13],"is":[15,20,157,174],"challenging":[16,131],"if":[17],"option":[19],"to":[21,62,108,162,176],"realize":[22,177],"it":[23,173],"at":[24,56],"edge.":[26,58],"Under":[27],"this":[28,67,155],"hypothesis,":[29],"learning":[30,48,55,114,179],"may":[31],"occur":[32],"on":[33,181],"resource-constrained":[34],"embedded":[35],"devices":[36,53],"like":[37],"ESP32.":[38],"This":[39],"paper":[40,60,156],"shares":[41],"our":[42,97],"experience":[43],"developing":[44],"an":[45,78,135,165],"online":[46,87,112,136,178],"machine":[47,113],"(ML)":[49],"library":[50],"for":[51,54,89,139],"such":[52],"The":[59,152],"aims":[61],"discuss":[63],"difficulties":[65],"in":[66,99],"task,":[68],"both":[69],"a":[71],"technology":[72],"point":[73],"view":[75],"and":[76,92,119,146,170],"algorithmic":[79],"one.":[80],"We":[81,95],"specifically":[82],"cover":[83],"case":[85,127],"clustering":[88],"Arduino":[91],"Micropython":[93],"ecosystems.":[94],"place":[96],"study":[98],"Buildings.":[104],"It":[105],"lends":[106],"well":[107],"challenges":[110],"because":[115],"nature":[118],"temporality":[120],"data.":[123],"Our":[124],"dedicated":[125],"use":[126],"exemplifies":[128],"all":[129],"tasks":[132],"building":[134],"machine-learning":[137],"ecosystem":[138],"lowpower":[140],"IoT,":[141],"algorithmic,":[144],"benchmarking,":[145],"toolkit":[147],"perspectives,":[148],"including":[149],"power":[150],"measurements.":[151],"contribution":[153],"that":[158,172],"we":[159],"simultaneously":[160],"seek":[161],"draw":[163],"up":[164],"overview":[166],"domain":[169],"prove":[171],"possible":[175],"based":[180],"low-tech":[182],"equipment":[183],"(ESP32":[184],"board).":[185]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}