{"id":"https://openalex.org/W4404189337","doi":"https://doi.org/10.1145/3703628","title":"<scp>Clipper</scp> : Online Joint Client Sampling and Power Allocation for Wireless Federated Learning","display_name":"<scp>Clipper</scp> : Online Joint Client Sampling and Power Allocation for Wireless Federated Learning","publication_year":2024,"publication_date":"2024-11-08","ids":{"openalex":"https://openalex.org/W4404189337","doi":"https://doi.org/10.1145/3703628"},"language":"en","primary_location":{"id":"doi:10.1145/3703628","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3703628","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3703628","source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3703628","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104084521","display_name":"Wen Xu","orcid":"https://orcid.org/0009-0005-8552-5598"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Wen Xu","raw_affiliation_strings":["Electrical and Computer Engineering, University of Toronto, Toronto, Canada"],"raw_orcid":"https://orcid.org/0009-0005-8552-5598","affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041434153","display_name":"Ben Liang","orcid":"https://orcid.org/0000-0002-1800-1322"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ben Liang","raw_affiliation_strings":["University of Toronto, Toronto, Canada"],"raw_orcid":"https://orcid.org/0000-0002-1800-1322","affiliations":[{"raw_affiliation_string":"University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037720618","display_name":"Gary Boudreau","orcid":"https://orcid.org/0000-0003-3539-9624"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gary Boudreau","raw_affiliation_strings":["Ericsson Canada Inc, Ottawa, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3539-9624","affiliations":[{"raw_affiliation_string":"Ericsson Canada Inc, Ottawa, Canada","institution_ids":["https://openalex.org/I4210094041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031532274","display_name":"Hamza \u00dcmit S\u00f6k\u00fcn","orcid":"https://orcid.org/0000-0002-9785-3530"},"institutions":[{"id":"https://openalex.org/I4210094041","display_name":"Ericsson (Canada)","ror":"https://ror.org/00nas2c56","country_code":"CA","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210094041"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hamza Sokun","raw_affiliation_strings":["Ericsson Canada Inc, Ottawa, Canada"],"raw_orcid":"https://orcid.org/0000-0002-9785-3530","affiliations":[{"raw_affiliation_string":"Ericsson Canada Inc, Ottawa, Canada","institution_ids":["https://openalex.org/I4210094041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104084521"],"corresponding_institution_ids":["https://openalex.org/I185261750"],"apc_list":null,"apc_paid":null,"fwci":0.3311,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67552787,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"10","issue":"1","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9997000098228455,"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":0.9997000098228455,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9980999827384949,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.769536554813385},{"id":"https://openalex.org/keywords/clipper","display_name":"Clipper (electronics)","score":0.7474648952484131},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5351909399032593},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5158461928367615},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.4804684519767761},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4565155506134033},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39530059695243835},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37452012300491333},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22077727317810059},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1078575849533081},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.06374853849411011}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.769536554813385},{"id":"https://openalex.org/C161543725","wikidata":"https://www.wikidata.org/wiki/Q5134364","display_name":"Clipper (electronics)","level":2,"score":0.7474648952484131},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5351909399032593},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5158461928367615},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.4804684519767761},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4565155506134033},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39530059695243835},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37452012300491333},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22077727317810059},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1078575849533081},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.06374853849411011},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3703628","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3703628","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3703628","source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3703628","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3703628","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3703628","source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320317971","display_name":"Telefonaktiebolaget LM Ericsson","ror":null},{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404189337.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2060393849","https://openalex.org/W2137152139","https://openalex.org/W2798720628","https://openalex.org/W2912213068","https://openalex.org/W2963433607","https://openalex.org/W2982409974","https://openalex.org/W2995022099","https://openalex.org/W2995191368","https://openalex.org/W2999074226","https://openalex.org/W3012125688","https://openalex.org/W3021654819","https://openalex.org/W3037871107","https://openalex.org/W3059999910","https://openalex.org/W3090615085","https://openalex.org/W3093755649","https://openalex.org/W3099980742","https://openalex.org/W3111182214","https://openalex.org/W3116579057","https://openalex.org/W3151647019","https://openalex.org/W4221143748","https://openalex.org/W4226183928","https://openalex.org/W4226502413","https://openalex.org/W4250589301","https://openalex.org/W4281263728","https://openalex.org/W4388040637","https://openalex.org/W4392449447","https://openalex.org/W4398201779","https://openalex.org/W6784343361"],"related_works":["https://openalex.org/W574729402","https://openalex.org/W2431757721","https://openalex.org/W2000527925","https://openalex.org/W2390202966","https://openalex.org/W2989913170","https://openalex.org/W4385333561","https://openalex.org/W2972056985","https://openalex.org/W93054491","https://openalex.org/W2561475092","https://openalex.org/W2208520235"],"abstract_inverted_index":{"Communication":[0],"overhead":[1],"is":[2,170],"a":[3,88,110,117,127,141,203],"main":[4],"bottleneck":[5],"in":[6,11,140],"federated":[7],"learning":[8,207],"(FL)":[9],"especially":[10],"the":[12,17,38,50,55,61,66,77,195],"wireless":[13,100],"environment":[14],"due":[15],"to":[16,76,123,134],"limited":[18,51],"data":[19,63,168],"rate":[20],"and":[21,41,65,96,172,208],"unstable":[22],"radio":[23],"channels.":[24,105],"The":[25],"communication":[26,42,67,104,209],"challenge":[27],"necessitates":[28],"holistic":[29],"selection":[30],"of":[31,49,59,91,185,206],"participating":[32],"clients":[33],"that":[34,74,115,144,194],"accounts":[35],"for":[36,99,183],"both":[37,60],"computation":[39],"needs":[40],"cost,":[43],"as":[44,46,109],"well":[45],"judicious":[47],"allocation":[48,98],"transmission":[52],"resource.":[53],"Meanwhile,":[54],"random":[56],"unpredictable":[57],"nature":[58],"training":[62],"samples":[64],"channels":[68],"requires":[69],"an":[70],"online":[71,92],"optimization":[72,113],"approach":[73],"adapts":[75],"changing":[78],"system":[79],"state":[80],"over":[81],"time.":[82],"In":[83],"this":[84],"work,":[85],"we":[86,132],"consider":[87],"general":[89],"framework":[90],"joint":[93],"client":[94,177],"sampling":[95],"power":[97],"FL":[101,154],"under":[102,202],"time-varying":[103],"We":[106,149,179],"formulate":[107],"it":[108],"stochastic":[111],"network":[112],"problem":[114],"admits":[116],"Lyapunov-typed":[118],"solution":[119],"approach.":[120],"This":[121],"leads":[122],"per-training-round":[124],"subproblems":[125],"with":[126,160,173,189],"special":[128],"bi-convex":[129],"structure,":[130],"which":[131],"leverage":[133],"propose":[135],"globally":[136],"optimal":[137],"solutions,":[138],"culminating":[139],"meta":[142],"algorithm":[143],"provides":[145],"strong":[146],"performance":[147],"guarantees.":[148],"further":[150],"study":[151],"three":[152],"specific":[153],"problems":[155],"covering":[156],"multiple":[157],"scenarios,":[158],"namely,":[159],"IID":[161],"or":[162,175],"non-IID":[163],"data,":[164],"whether":[165],"robustness":[166],"against":[167],"drift":[169],"required,":[171],"unbiased":[174],"biased":[176],"sampling.":[178],"derive":[180],"detailed":[181],"algorithms":[182,198],"each":[184],"these":[186],"problems.":[187],"Simulation":[188],"standard":[190],"classification":[191],"tasks":[192],"demonstrate":[193],"proposed":[196],"communication-aware":[197],"outperform":[199],"their":[200],"counterparts":[201],"wide":[204],"range":[205],"scenarios.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2024-11-09T00:00:00"}
