{"id":"https://openalex.org/W4414539639","doi":"https://doi.org/10.1109/icc52391.2025.11161225","title":"Stochastic Device Scheduling and Power Control in Federated Learning with Energy Harvesting","display_name":"Stochastic Device Scheduling and Power Control in Federated Learning with Energy Harvesting","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4414539639","doi":"https://doi.org/10.1109/icc52391.2025.11161225"},"language":"en","primary_location":{"id":"doi:10.1109/icc52391.2025.11161225","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","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/A5057206051","display_name":"B. H. Zhang","orcid":"https://orcid.org/0009-0005-7188-4688"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Boyuan Zhang","raw_affiliation_strings":["Queen's University,Department of Electrical and Computer Engineering,Kingston,ON,Canada,K7L 3N6"],"affiliations":[{"raw_affiliation_string":"Queen's University,Department of Electrical and Computer Engineering,Kingston,ON,Canada,K7L 3N6","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119739876","display_name":"Elad Dallal","orcid":null},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Elad Dallal","raw_affiliation_strings":["Queen's University,Department of Electrical and Computer Engineering,Kingston,ON,Canada,K7L 3N6"],"affiliations":[{"raw_affiliation_string":"Queen's University,Department of Electrical and Computer Engineering,Kingston,ON,Canada,K7L 3N6","institution_ids":["https://openalex.org/I204722609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100432389","display_name":"Ning Lu","orcid":"https://orcid.org/0000-0002-2141-0653"},"institutions":[{"id":"https://openalex.org/I204722609","display_name":"Queen's University","ror":"https://ror.org/02y72wh86","country_code":"CA","type":"education","lineage":["https://openalex.org/I204722609"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ning Lu","raw_affiliation_strings":["Queen's University,Department of Electrical and Computer Engineering,Kingston,ON,Canada,K7L 3N6"],"affiliations":[{"raw_affiliation_string":"Queen's University,Department of Electrical and Computer Engineering,Kingston,ON,Canada,K7L 3N6","institution_ids":["https://openalex.org/I204722609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057206051"],"corresponding_institution_ids":["https://openalex.org/I204722609"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27868689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1157","last_page":"1162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.996399998664856,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.996399998664856,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9952999949455261,"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/T13553","display_name":"Age of Information Optimization","score":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6470000147819519},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.6280999779701233},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5378999710083008},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.4431000053882599},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.40700000524520874},{"id":"https://openalex.org/keywords/power-control","display_name":"Power control","score":0.3939000070095062},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.3797000050544739},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.35190001130104065}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7773000001907349},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6470000147819519},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.6280999779701233},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5810999870300293},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5378999710083008},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.4431000053882599},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.40700000524520874},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.3939000070095062},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.3797000050544739},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.35190001130104065},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.33649998903274536},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3118000030517578},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.29350000619888306},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29339998960494995},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.28790000081062317},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2840000092983246},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.27730000019073486},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.27639999985694885},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.26669999957084656},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.25780001282691956}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc52391.2025.11161225","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc52391.2025.11161225","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2025 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2975156709","https://openalex.org/W2999074226","https://openalex.org/W3045027907","https://openalex.org/W3046056026","https://openalex.org/W3109847748","https://openalex.org/W3113075536","https://openalex.org/W3138364951","https://openalex.org/W3182125009","https://openalex.org/W3212431702","https://openalex.org/W4206358577","https://openalex.org/W4221143748","https://openalex.org/W4226183928","https://openalex.org/W4281263728","https://openalex.org/W4301852635","https://openalex.org/W4315629946","https://openalex.org/W4319663761","https://openalex.org/W4380607150","https://openalex.org/W4389610145"],"related_works":[],"abstract_inverted_index":{"Federated":[0],"Learning":[1],"(FL)":[2],"is":[3,35],"emerging":[4],"as":[5,41],"a":[6,58,67,103,110],"promising":[7],"approach":[8],"for":[9],"enabling":[10],"collaborative":[11],"machine":[12],"learning":[13],"without":[14],"centralizing":[15],"data,":[16],"particularly":[17],"within":[18,150],"Internet":[19],"of":[20,53],"Things":[21],"(IoT).":[22],"However,":[23],"optimizing":[24,62],"FL":[25,63],"efficiently":[26],"in":[27,64,138],"dynamic":[28],"environments":[29],"under":[30],"delay":[31],"and":[32,44,89,114,123,146],"energy":[33,50,144],"constraints":[34],"challenging":[36],"due":[37],"to":[38,61,80,154],"factors":[39],"such":[40],"device":[42,86,115],"heterogeneity":[43],"various":[45],"connection":[46],"quality.":[47],"Moreover,":[48],"the":[49,82,99],"harvesting":[51],"capabilities":[52],"many":[54],"IoT":[55],"devices":[56],"add":[57],"new":[59],"dimension":[60],"wireless":[65],"networks,":[66],"topic":[68],"that":[69,118,133],"remains":[70],"underexplored.":[71],"In":[72],"this":[73],"paper,":[74],"we":[75,97],"formulate":[76],"an":[77],"optimization":[78],"problem":[79],"balance":[81],"trade-off":[83],"between":[84],"maximizing":[85],"scheduling":[87,116,124],"probability":[88],"minimizing":[90],"communication":[91,148],"overhead.":[92],"By":[93],"leveraging":[94],"Lyapunov":[95],"optimization,":[96],"transform":[98],"original":[100],"objective":[101],"into":[102],"stability":[104],"problem.":[105],"We":[106],"then":[107],"introduce":[108],"Sto-POLISH,":[109],"stochastic":[111],"power":[112,122],"control":[113],"algorithm,":[117],"dynamically":[119],"selects":[120],"optimal":[121],"probabilities":[125],"while":[126],"satisfying":[127],"three":[128],"long-term":[129],"constraints.":[130],"Simulations":[131],"demonstrate":[132],"Sto-POLISH":[134],"shows":[135],"great":[136],"performance":[137],"achieving":[139],"fast":[140],"convergence,":[141],"reducing":[142],"battery":[143],"consumption,":[145],"maintaining":[147],"overhead":[149],"acceptable":[151],"limits":[152],"compared":[153],"existing":[155],"benchmarks.":[156]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}