{"id":"https://openalex.org/W7225405095","doi":"https://doi.org/10.5281/zenodo.23192547","title":"Federated Learning on Resource-Constrained IoT and TinyML Devices: review protocol and extraction data","display_name":"Federated Learning on Resource-Constrained IoT and TinyML Devices: review protocol and extraction data","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7225405095","doi":"https://doi.org/10.5281/zenodo.23192547"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23192547","doi":"https://doi.org/10.5281/zenodo.23192547","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23192547","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23192547","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114713106","display_name":"Sumaiya Salekin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I183697816","display_name":"Bangladesh University of Engineering and Technology","ror":"https://ror.org/05a1qpv97","country_code":"BD","type":"education","lineage":["https://openalex.org/I183697816"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Salekin, Sumaiya","raw_affiliation_strings":["Bangladesh University of Engineering and Technology"],"raw_orcid":"https://orcid.org/0009-0003-6671-2561","affiliations":[{"raw_affiliation_string":"Bangladesh University of Engineering and Technology","institution_ids":["https://openalex.org/I183697816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114713106","display_name":"Sumaiya Salekin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I63169043","display_name":"United International University","ror":"https://ror.org/01tqv1p28","country_code":"BD","type":"education","lineage":["https://openalex.org/I63169043"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Salekin, Sumaiya","raw_affiliation_strings":["United International University"],"raw_orcid":"https://orcid.org/0009-0003-6671-2561","affiliations":[{"raw_affiliation_string":"United International University","institution_ids":["https://openalex.org/I63169043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135504482","display_name":"Mst. Rubaiya Raktin Raha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I63169043","display_name":"United International University","ror":"https://ror.org/01tqv1p28","country_code":"BD","type":"education","lineage":["https://openalex.org/I63169043"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Raha, Mst. Rubaiya Raktin","raw_affiliation_strings":["United International University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"United International University","institution_ids":["https://openalex.org/I63169043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5158473450","display_name":"Md Mehedi Hasan Shawon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shawon, Md Mehedi Hasan","raw_affiliation_strings":["BRAC University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BRAC University","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110247692","display_name":"Fahim Hafiz","orcid":"https://orcid.org/0009-0008-6114-4514","observed_orcids":["https://orcid.org/0009-0008-6114-4514"]},"institutions":[{"id":"https://openalex.org/I63169043","display_name":"United International University","ror":"https://ror.org/01tqv1p28","country_code":"BD","type":"education","lineage":["https://openalex.org/I63169043"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Hafiz, Fahim","raw_affiliation_strings":["United International University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"United International University","institution_ids":["https://openalex.org/I63169043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101310268","display_name":"Md. Shojib Talukder","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I63169043","display_name":"United International University","ror":"https://ror.org/01tqv1p28","country_code":"BD","type":"education","lineage":["https://openalex.org/I63169043"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Talukder, Md. Shafqat","raw_affiliation_strings":["United International University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"United International University","institution_ids":["https://openalex.org/I63169043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001409592","display_name":"Mohammad Shahriar Rahman","orcid":"https://orcid.org/0000-0001-9385-4053","observed_orcids":["https://orcid.org/0000-0001-9385-4053"]},"institutions":[{"id":"https://openalex.org/I63169043","display_name":"United International University","ror":"https://ror.org/01tqv1p28","country_code":"BD","type":"education","lineage":["https://openalex.org/I63169043"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Rahman, Mohammad Shahriar","raw_affiliation_strings":["United International University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"United International University","institution_ids":["https://openalex.org/I63169043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048736249","display_name":"Mirza Rasheduzzaman","orcid":"https://orcid.org/0000-0002-6299-6638","observed_orcids":["https://orcid.org/0000-0002-6299-6638"]},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Rasheduzzaman, Mirza","raw_affiliation_strings":["BRAC University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BRAC University","institution_ids":["https://openalex.org/I5518804"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9595000147819519,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9595000147819519,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.03629999980330467,"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/T13038","display_name":"Internet of Things and AI","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/federated-learning","display_name":"federated learning","score":1.0},{"id":"https://openalex.org/keywords/resource-constrained-devices","display_name":"resource-constrained devices","score":0.968999981880188},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.953000009059906},{"id":"https://openalex.org/keywords/tinyml","display_name":"TinyML","score":0.9980000257492065},{"id":"https://openalex.org/keywords/edge-computing","display_name":"edge computing","score":0.7390000224113464},{"id":"https://openalex.org/keywords/resource-optimization","display_name":"resource optimization","score":0.6650000214576721},{"id":"https://openalex.org/keywords/benchmarking","display_name":"benchmarking","score":0.9269999861717224},{"id":"https://openalex.org/keywords/reproducibility","display_name":"reproducibility","score":0.9890000224113464}],"concepts":[{"id":"https://openalex.org/C2778202681","wikidata":"https://www.wikidata.org/wiki/Q8034663","display_name":"Workbook","level":2,"score":0.8587999939918518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7398999929428101},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.7240999937057495},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.6492999792098999},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5422999858856201},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48510000109672546},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.48080000281333923},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.48010000586509705},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.47530001401901245},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.435699999332428},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3806999921798706},{"id":"https://openalex.org/C97250363","wikidata":"https://www.wikidata.org/wiki/Q235557","display_name":"File format","level":2,"score":0.37560001015663147},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3596999943256378},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.31450000405311584},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.3068000078201294},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2888999879360199},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2849000096321106},{"id":"https://openalex.org/C33884865","wikidata":"https://www.wikidata.org/wiki/Q1254335","display_name":"Cryptographic protocol","level":3,"score":0.2703000009059906},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2678000032901764},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.258899986743927},{"id":"https://openalex.org/C2780940931","wikidata":"https://www.wikidata.org/wiki/Q174989","display_name":"File system","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23192547","doi":"https://doi.org/10.5281/zenodo.23192547","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23192547","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"article"},{"id":"doi:10.5281/zenodo.23192548","doi":"https://doi.org/10.5281/zenodo.23192548","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23192548","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23192547","doi":"https://doi.org/10.5281/zenodo.23192547","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23192547","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4408235767","https://openalex.org/W4316497071","https://openalex.org/W4411450060","https://openalex.org/W4407576239","https://openalex.org/W4411532247","https://openalex.org/W4412048931","https://openalex.org/W7167690993","https://openalex.org/W7128304362","https://openalex.org/W4229064837","https://openalex.org/W3182125009"],"abstract_inverted_index":{"Protocol":[0],"(version":[1],"1.5,":[2],"6":[3],"November":[4],"2026)":[5],"and":[6,21,28,42,45,49,75,81,97,138,162,173],"supporting":[7],"materials":[8],"for":[9,143],"a":[10,159],"systematic":[11],"literature":[12],"review":[13,25],"of":[14,123,134],"federated":[15],"learning":[16],"(FL)":[17],"on":[18,32,37],"resource-constrained":[19],"IoT":[20],"TinyML":[22],"devices.":[23],"The":[24,51,112],"identifies,":[26],"classifies":[27],"synthesizes":[29],"primary":[30],"research":[31,55,136],"this":[33],"topic,":[34],"with":[35,94,101],"emphasis":[36],"deployment":[38],"evidence,":[39],"resource":[40],"optimization":[41],"feasibility,":[43],"security":[44],"privacy":[46],"overhead,":[47],"benchmarking,":[48],"reproducibility.":[50],"protocol":[52],"defines":[53],"the":[54,57,60,63,68,76,116,124,131,139,144,151],"questions,":[56],"PICOC":[58,132],"scope,":[59],"search":[61,117],"strategy,":[62],"eligibility":[64],"criteria,":[65],"study":[66],"selection,":[67],"device-tier":[69],"classification,":[70],"data":[71],"extraction,":[72],"quality":[73],"assessment":[74],"synthesis":[77],"plan.":[78],"Its":[79],"amendment":[80],"deviation":[82],"log":[83],"records":[84],"every":[85,171],"change":[86],"made":[87],"after":[88],"version":[89,106,110],"1.0":[90],"(19":[91],"August":[92,129],"2026),":[93,130],"its":[95,165],"date":[96],"rationale.":[98],"A":[99,168],"copy":[100],"tracked":[102],"changes":[103],"shows":[104],"what":[105],"1.5":[107],"changed":[108],"from":[109],"1.4.":[111],"record":[113],"also":[114],"contains":[115],"strings":[118],"as":[119],"run":[120],"in":[121,164],"each":[122,135,153],"seven":[125],"sources":[126],"(searched":[127],"26\u201327":[128],"elements":[133],"question,":[137],"completed":[140],"data-extraction":[141],"workbook":[142,174],"93":[145],"included":[146],"studies":[147],"(96":[148],"reports).":[149],"In":[150],"workbook,":[152],"extracted":[154],"value":[155],"is":[156],"linked":[157],"to":[158],"verbatim":[160],"quote":[161],"page":[163],"source":[166],"report.":[167],"README":[169],"describes":[170],"file":[172],"sheet.":[175]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-11-07T00:00:00"}
