{"id":"https://openalex.org/W4409883286","doi":"https://doi.org/10.1109/tce.2025.3563698","title":"Cloud-Edge Collaborative Scalable Tucker-Based Tensor Computations for Ubiquitous Consumer Electronics Data","display_name":"Cloud-Edge Collaborative Scalable Tucker-Based Tensor Computations for Ubiquitous Consumer Electronics Data","publication_year":2025,"publication_date":"2025-04-28","ids":{"openalex":"https://openalex.org/W4409883286","doi":"https://doi.org/10.1109/tce.2025.3563698"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2025.3563698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3563698","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-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/A5034601329","display_name":"Huazhong Liu","orcid":"https://orcid.org/0000-0001-7813-5894"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huazhong Liu","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100630893","display_name":"Weiyuan Zhang","orcid":"https://orcid.org/0000-0002-2180-2788"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiyuan Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100640478","display_name":"Li Ren","orcid":"https://orcid.org/0009-0003-6139-0647"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ren Li","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100749842","display_name":"Yunfan Zhang","orcid":"https://orcid.org/0000-0003-3803-0996"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfan Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086641506","display_name":"Jihong Ding","orcid":"https://orcid.org/0000-0002-2939-6171"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jihong Ding","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026530336","display_name":"Guangshun Zhang","orcid":"https://orcid.org/0000-0001-9113-4431"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangshun Zhang","raw_affiliation_strings":["School of Computer Science and Technology, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035827836","display_name":"Hanning Zhang","orcid":"https://orcid.org/0000-0003-3321-5027"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanning Zhang","raw_affiliation_strings":["Industrial Internet Co, China Unicom (Hainan), Innovation Research Institute, China United Network Communications Group Company Ltd., Haikou, China","China Unicom (Hainan) Innovation Research Institute, Haikou, China"],"affiliations":[{"raw_affiliation_string":"Industrial Internet Co, China Unicom (Hainan), Innovation Research Institute, China United Network Communications Group Company Ltd., Haikou, China","institution_ids":["https://openalex.org/I6507939"]},{"raw_affiliation_string":"China Unicom (Hainan) Innovation Research Institute, Haikou, China","institution_ids":["https://openalex.org/I6507939"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049154222","display_name":"Laurence T. Yang","orcid":"https://orcid.org/0000-0002-7986-4244"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laurence T. Yang","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5034601329"],"corresponding_institution_ids":["https://openalex.org/I20942203"],"apc_list":null,"apc_paid":null,"fwci":2.9631,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90447504,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"71","issue":"2","first_page":"4026","last_page":"4038"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9761999845504761,"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":0.9761999845504761,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7396860122680664},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6501345634460449},{"id":"https://openalex.org/keywords/electronics","display_name":"Electronics","score":0.6065648794174194},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6049531102180481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.585196316242218},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5828980207443237},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.4864661395549774},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2844822406768799},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2740754187107086},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2037941813468933},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11205995082855225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09412756562232971},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0910094678401947}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7396860122680664},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6501345634460449},{"id":"https://openalex.org/C138331895","wikidata":"https://www.wikidata.org/wiki/Q11650","display_name":"Electronics","level":2,"score":0.6065648794174194},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6049531102180481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.585196316242218},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5828980207443237},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.4864661395549774},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2844822406768799},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2740754187107086},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2037941813468933},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11205995082855225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09412756562232971},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0910094678401947},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2025.3563698","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2025.3563698","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2065737745","display_name":null,"funder_award_id":"2024YFE0102100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5477921982","display_name":null,"funder_award_id":"62177013","funder_id":"https://openalex.org/F4320316344","funder_display_name":"Key Project of Research and Development Plan of Hunan Province"},{"id":"https://openalex.org/G8116350304","display_name":null,"funder_award_id":"62277012","funder_id":"https://openalex.org/F4320316344","funder_display_name":"Key Project of Research and Development Plan of Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320316344","display_name":"Key Project of Research and Development Plan of Hunan Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2005741518","https://openalex.org/W2034705891","https://openalex.org/W2108837778","https://openalex.org/W2117852776","https://openalex.org/W2516041031","https://openalex.org/W2765921558","https://openalex.org/W2785984019","https://openalex.org/W2907045597","https://openalex.org/W2954734636","https://openalex.org/W2988384310","https://openalex.org/W2990601900","https://openalex.org/W3001393655","https://openalex.org/W3046317772","https://openalex.org/W3089463120","https://openalex.org/W3166592160","https://openalex.org/W3190268122","https://openalex.org/W3196226093","https://openalex.org/W3206746036","https://openalex.org/W3207498650","https://openalex.org/W3215255687","https://openalex.org/W4285505181","https://openalex.org/W4312235096","https://openalex.org/W4312610635","https://openalex.org/W4318148761","https://openalex.org/W4360993647","https://openalex.org/W4361802699","https://openalex.org/W4386570618","https://openalex.org/W4386918758","https://openalex.org/W4388036509","https://openalex.org/W4390446974","https://openalex.org/W4392172968"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"With":[0],"the":[1,22,44,50,114,130,170],"continuous":[2],"expansion":[3],"of":[4,25,46,53,77,95,116,186],"consumer":[5,13,206],"electronics":[6,14,207],"applications,":[7],"various":[8,150],"data":[9,31],"generated":[10],"from":[11],"ubiquitous":[12,88,205],"devices":[15,58],"are":[16],"experiencing":[17],"exponential":[18],"growth.":[19],"By":[20],"leveraging":[21],"significant":[23],"advantages":[24],"multidimensional":[26],"association":[27],"analysis,":[28],"tensor-based":[29],"big":[30],"technology":[32],"has":[33],"proven":[34],"effective":[35],"in":[36,157],"uncovering":[37],"hidden":[38],"patterns":[39],"within":[40],"these":[41,87],"data.":[42,89,208],"However,":[43],"curse":[45],"dimensionality":[47],"severely":[48],"restricts":[49],"widespread":[51],"exploitation":[52],"tensors,":[54],"particularly":[55],"on":[56,149,162],"edge":[57],"with":[59],"limited":[60],"computing":[61,67,132],"and":[62,102,109,137,153,165],"storage":[63],"capabilities":[64],"under":[65],"cloud-edge":[66,78,131,201],"environments.":[68],"To":[69],"address":[70],"this":[71],"challenge,":[72],"we":[73,91,120,141],"propose":[74],"a":[75,93,122],"series":[76],"collaborative":[79],"scalable":[80,123,135,151,172],"Tucker-based":[81,96,124,145,173],"tensor":[82,97,104,146,174],"computations":[83,147],"to":[84,127,129,188,192,203],"effectively":[85],"analyze":[86,154],"First,":[90],"present":[92,121],"set":[94],"operations":[98,105,111],"that":[99,169],"transform":[100],"high-order":[101],"large-scale":[103],"into":[106],"multiple":[107],"low-order":[108],"small-scale":[110],"while":[112],"preserving":[113],"equivalence":[115],"their":[117,155],"results.":[118],"Then,":[119],"computation":[125,175],"architecture":[126],"adapt":[128],"paradigm,":[133],"including":[134],"inter-Tuckercore":[136],"intra-Tuckercore":[138],"models.":[139],"Furthermore,":[140],"implement":[142],"some":[143],"typical":[144],"based":[148],"models":[152],"complexity":[156],"detail.":[158],"Finally,":[159],"extensive":[160],"evaluations":[161],"both":[163],"synthetic":[164],"real-world":[166],"datasets":[167],"demonstrate":[168],"proposed":[171],"method":[176],"significantly":[177],"improves":[178],"computational":[179],"efficiency,":[180],"achieving":[181],"an":[182],"average":[183],"efficiency":[184],"improvement":[185],"2":[187],"5":[189],"times":[190],"compared":[191],"serial":[193],"computation.":[194],"These":[195],"results":[196],"confirm":[197],"its":[198],"suitability":[199],"for":[200],"collaboration":[202],"process":[204]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}