{"id":"https://openalex.org/W4392158203","doi":"https://doi.org/10.1109/globecom54140.2023.10437680","title":"On-the-Fly Communication-and-Computing for Distributed Tensor Decomposition","display_name":"On-the-Fly Communication-and-Computing for Distributed Tensor Decomposition","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392158203","doi":"https://doi.org/10.1109/globecom54140.2023.10437680"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437680","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10437680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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/A5100385723","display_name":"Xu Chen","orcid":"https://orcid.org/0000-0002-5772-1875"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["The University of Hong Kong,Department of Electrical and Electronic Engineering,Hong Kong","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Department of Electrical and Electronic Engineering,Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043552696","display_name":"Erik G. Larsson","orcid":"https://orcid.org/0000-0002-7599-4367"},"institutions":[{"id":"https://openalex.org/I102134673","display_name":"Link\u00f6ping University","ror":"https://ror.org/05ynxx418","country_code":"SE","type":"education","lineage":["https://openalex.org/I102134673"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Erik G. Larsson","raw_affiliation_strings":["Link&#x00F6;ping University,Department of Electrical Engineering (ISY),Link&#x00F6;ping,Sweden,58183"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Link&#x00F6;ping University,Department of Electrical Engineering (ISY),Link&#x00F6;ping,Sweden,58183","institution_ids":["https://openalex.org/I102134673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007131492","display_name":"Kaibin Huang","orcid":"https://orcid.org/0000-0001-8773-4629"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kaibin Huang","raw_affiliation_strings":["The University of Hong Kong,Department of Electrical and Electronic Engineering,Hong Kong","Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Hong Kong,Department of Electrical and Electronic Engineering,Hong Kong","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1084","last_page":"1089"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.993399977684021,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9789999723434448,"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/decomposition","display_name":"Decomposition","score":0.7065538167953491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6550479531288147},{"id":"https://openalex.org/keywords/tensor-decomposition","display_name":"Tensor decomposition","score":0.5869587659835815},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.4932712912559509},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4759276211261749},{"id":"https://openalex.org/keywords/on-the-fly","display_name":"On the fly","score":0.4582277238368988},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3291935324668884},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1378389596939087},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11614108085632324},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.08131143450737},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06574591994285583}],"concepts":[{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.7065538167953491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6550479531288147},{"id":"https://openalex.org/C2986737658","wikidata":"https://www.wikidata.org/wiki/Q30103009","display_name":"Tensor decomposition","level":3,"score":0.5869587659835815},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.4932712912559509},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4759276211261749},{"id":"https://openalex.org/C2781020372","wikidata":"https://www.wikidata.org/wiki/Q533093","display_name":"On the fly","level":2,"score":0.4582277238368988},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3291935324668884},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1378389596939087},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11614108085632324},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.08131143450737},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06574591994285583},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437680","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/globecom54140.2023.10437680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","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":15,"referenced_works":["https://openalex.org/W2007438484","https://openalex.org/W2011775600","https://openalex.org/W2117756735","https://openalex.org/W2520495422","https://openalex.org/W2861117319","https://openalex.org/W2979800795","https://openalex.org/W2982674132","https://openalex.org/W3102489672","https://openalex.org/W3103055372","https://openalex.org/W3201314735","https://openalex.org/W3203712890","https://openalex.org/W3203789000","https://openalex.org/W3209778458","https://openalex.org/W4388520020","https://openalex.org/W6794928930"],"related_works":["https://openalex.org/W4379256054","https://openalex.org/W2093953080","https://openalex.org/W2911706637","https://openalex.org/W47805180","https://openalex.org/W3216281372","https://openalex.org/W2963838862","https://openalex.org/W2608089480","https://openalex.org/W3015641590","https://openalex.org/W2987657992","https://openalex.org/W4297666106"],"abstract_inverted_index":{"Distributed":[0],"tensor":[1],"decomposition":[2,130,171],"(DTD)":[3],"is":[4,29,94,113],"a":[5,46,66,134],"fundamental":[6],"data-analytics":[7],"technique":[8,69],"that":[9,155],"extracts":[10],"latent":[11],"important":[12],"properties":[13],"from":[14],"multi-attribute":[15],"datasets":[16],"distributed":[17],"over":[18],"edge":[19],"devices.":[20],"Its":[21,111],"conventional":[22],"one-shot":[23,159],"implementation":[24],"with":[25,31,61,168],"over-the-air":[26],"computation":[27,60],"(AirComp)":[28],"confronted":[30],"the":[32,76,102,109,125,129,145,149],"issues":[33],"of":[34,48,78,128,148],"limited":[35],"storage-and-computation":[36],"capacities":[37],"and":[38,70,81,119,132,153],"link":[39],"interruption,":[40],"which":[41,123],"motivates":[42],"us":[43],"to":[44,96,104,137,157],"propose":[45],"framework":[47,57],"on-the-fly":[49,91],"communication-and-computing":[50],"(FlyCom2)":[51],"in":[52],"this":[53],"work.":[54],"The":[55],"proposed":[56,150],"enables":[58],"streaming":[59],"low":[62],"complexity":[63,177],"by":[64,115],"leveraging":[65],"random":[67],"sketching":[68],"achieves":[71,164],"progressive":[72,79],"global":[73],"aggregation":[74],"through":[75],"integration":[77],"uploading":[80],"multiple-input-multiple-output":[82],"(MIMO)":[83],"AirComp.":[84],"To":[85],"develop":[86],"FlyCom<sup":[87,161],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[88,162],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>,":[89],"an":[90],"sub-space":[92],"estimator":[93],"designed":[95],"take":[97],"real-time":[98],"sketches":[99],"accumulated":[100],"at":[101],"server":[103],"generate":[105],"online":[106],"estimates":[107],"for":[108],"decomposition.":[110],"performance":[112,146],"evaluated":[114],"deriving":[116],"both":[117],"deterministic":[118],"probabilistic":[120],"error":[121,131],"bounds,":[122],"reveal":[124],"scaling":[126],"laws":[127],"inspire":[133],"threshold-based":[135],"scheme":[136],"select":[138],"reliably":[139],"received":[140],"sketches.":[141],"Experimental":[142],"results":[143],"validate":[144],"gain":[147],"selection":[151],"algorithm":[152],"show":[154],"compared":[156],"its":[158],"counterparts,":[160],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[163],"comparable":[165],"(even":[166],"better":[167],"large":[169],"eigen-gaps)":[170],"accuracy":[172],"besides":[173],"dramatically":[174],"reducing":[175],"devices'":[176],"costs.":[178]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}