{"id":"https://openalex.org/W4407786408","doi":"https://doi.org/10.1109/snams64316.2024.10883807","title":"Keynote Speech 2 Towards a Continuum Computing Framework for Decentralised Federated Learning Based Context-aware IoT Applications","display_name":"Keynote Speech 2 Towards a Continuum Computing Framework for Decentralised Federated Learning Based Context-aware IoT Applications","publication_year":2024,"publication_date":"2024-12-09","ids":{"openalex":"https://openalex.org/W4407786408","doi":"https://doi.org/10.1109/snams64316.2024.10883807"},"language":"en","primary_location":{"id":"doi:10.1109/snams64316.2024.10883807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams64316.2024.10883807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 11th International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5093046516","display_name":"Nabil Abdennadher","orcid":"https://orcid.org/0000-0003-4554-6958"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Nabil Abdennadher","raw_affiliation_strings":["University of Applied Sciences, Western Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Applied Sciences, Western Switzerland","institution_ids":["https://openalex.org/I173439891"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5093046516"],"corresponding_institution_ids":["https://openalex.org/I173439891"],"apc_list":null,"apc_paid":null,"fwci":0.3556,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62430853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9876000285148621,"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":0.9876000285148621,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7774927616119385},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5950417518615723},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5658878087997437},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3542439341545105},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3226180970668793},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16966989636421204}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7774927616119385},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5950417518615723},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5658878087997437},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3542439341545105},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3226180970668793},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16966989636421204},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/snams64316.2024.10883807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/snams64316.2024.10883807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 11th International Conference on Social Networks Analysis, Management and Security (SNAMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"The":[0,29],"proliferation":[1],"of":[2,22,41,75,84,164,212,234],"sensing":[3],"device":[4],"technologies,":[5],"and":[6,36,45,73,97,155,192,239],"the":[7,16,19,71,95,118,150,171,174,180,199,232],"growing":[8],"demand":[9],"for":[10,100,107,219],"data-intensive":[11],"loT":[12],"applications,":[13,248],"are":[14],"paving":[15],"way":[17],"to":[18,33,54,61,70,142],"next":[20,119],"wave":[21,120],"transformation":[23],"in":[24,50],"IoT":[25,81,115,217,247],"computing":[26,52,68,167,186,227],"systems":[27],"architecture.":[28],"goal":[30],"today":[31],"is":[32,121,157,177,231],"design,":[34],"implement":[35],"deploy":[37],"a":[38,56,136,213,224],"seamless":[39],"interconnection":[40],"IoT,":[42],"edge,":[43],"cloud":[44,96],"High-Performance":[46],"Computing":[47],"(HPC)":[48],"resources":[49,90],"one":[51],"system,":[53],"form":[55],"compute":[57],"continuum,":[58],"also":[59],"referred":[60],"as":[62],"edge-to-cloud.":[63],"In":[64],"this":[65],"talk,":[66],"continuum":[67,158,166,185,226,242],"refers":[69],"deployment":[72],"execution":[74],"context-aware":[76,216,246],"machine":[77],"learning-based":[78],"applications":[79,93],"employing":[80],"sensors.":[82,116],"Because":[83],"their":[85,144,202,207],"distributed":[86],"nature":[87],"over":[88],"constrained":[89],"devices,":[91],"these":[92],"leverage":[94],"HPC":[98],"infrastructures":[99],"learning":[101,131,196],"tasks":[102,109],"while":[103,135],"exploiting":[104],"edge":[105,140,175],"devices":[106,141],"inference":[108],"on":[110,170,189,223],"data":[111],"coming":[112],"from":[113],"local":[114],"But":[117],"already":[122],"underway;":[123],"it":[124],"will":[125,148],"involve":[126],"designing":[127],"edge-to-edge":[128,190],"platforms":[129],"where":[130,173],"takes":[132],"place":[133],"locally":[134],"coordination":[137],"platform":[138],"enables":[139],"share":[143],"intelligence.":[145],"This":[146,229],"talk":[147,230],"cover":[149],"following":[151],"points:":[152],"1.":[153],"why":[154],"what":[156],"computing?":[159],"2.":[160],"A":[161,183],"comparative":[162],"study":[163],"centralised":[165],"solutions":[168],"available":[169],"market,":[172],"intelligence":[176,203],"controlled":[178],"by":[179,204],"Cloud,":[181],"3.":[182],"decentralised":[184,194,225],"framework":[187],"deployed":[188,222],"infrastructure":[191],"supporting":[193],"federated":[195,249],"(DFL).":[197],"Here,":[198],"edges":[200],"improve":[201],"exchanging":[205],"with":[206],"\u201cneighbours\u201d,":[208],"4.":[209],"An":[210],"example":[211],"DFL":[214],"based":[215],"application,":[218],"energy":[220],"sector,":[221],"platform.":[228],"result":[233],"two":[235],"European":[236],"projects:":[237],"SWARM":[238],"LASAGNE":[240],"Keywords-":[241],"computing,":[243],"edge-to-cloud,":[244],"edge-to-edge,":[245],"learning.":[250]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}