{"id":"https://openalex.org/W7133226659","doi":"https://doi.org/10.1186/s13677-026-00870-0","title":"Large model\u2013driven edge-cloud collaboration for next-gen animation systems","display_name":"Large model\u2013driven edge-cloud collaboration for next-gen animation systems","publication_year":2026,"publication_date":"2026-03-02","ids":{"openalex":"https://openalex.org/W7133226659","doi":"https://doi.org/10.1186/s13677-026-00870-0"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-026-00870-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00870-0","pdf_url":null,"source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s13677-026-00870-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5127785349","display_name":"Chao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114245","display_name":"Anhui Business College","ror":"https://ror.org/02d0cgn19","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210114245"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wang","raw_affiliation_strings":["Department of Art Design, Anhui Business College, Wuhu, 241000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Art Design, Anhui Business College, Wuhu, 241000, China","institution_ids":["https://openalex.org/I4210114245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122029316","display_name":"Jing Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151929","display_name":"Nanning Normal University","ror":"https://ror.org/04dx82x73","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210151929"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Zhu","raw_affiliation_strings":["College of Art and Design, Nanning University, Nanning, 530200, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Art and Design, Nanning University, Nanning, 530200, China","institution_ids":["https://openalex.org/I4210151929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090238039","display_name":"Wei-Jia Huang","orcid":"https://orcid.org/0009-0001-8434-3611"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]},{"id":"https://openalex.org/I39774598","display_name":"Hefei University","ror":"https://ror.org/01f5rdf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I39774598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenquan Huang","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University, HeFei, 230601, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, HeFei, 230601, China","institution_ids":["https://openalex.org/I143868143","https://openalex.org/I39774598"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5122029316"],"corresponding_institution_ids":["https://openalex.org/I4210151929"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38656527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.2944999933242798,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.2944999933242798,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T12290","display_name":"Human Motion and Animation","score":0.20659999549388885,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10789","display_name":"Interactive and Immersive Displays","score":0.05490000173449516,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/animation","display_name":"Animation","score":0.7523999810218811},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5814999938011169},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4959999918937683},{"id":"https://openalex.org/keywords/computer-animation","display_name":"Computer animation","score":0.4083000123500824},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3515999913215637},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3458999991416931},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.3215000033378601}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7620999813079834},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.7523999810218811},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5814999938011169},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4959999918937683},{"id":"https://openalex.org/C69369342","wikidata":"https://www.wikidata.org/wiki/Q1401416","display_name":"Computer animation","level":3,"score":0.4083000123500824},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38929998874664307},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36489999294281006},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3515999913215637},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3458999991416931},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.3215000033378601},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.3019999861717224},{"id":"https://openalex.org/C153715457","wikidata":"https://www.wikidata.org/wiki/Q254183","display_name":"Augmented reality","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.28760001063346863},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.2727999985218048},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2703999876976013},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.2703999876976013},{"id":"https://openalex.org/C138591656","wikidata":"https://www.wikidata.org/wiki/Q5157538","display_name":"Computer facial animation","level":4,"score":0.26809999346733093}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-026-00870-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00870-0","pdf_url":null,"source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:42943b48978f4b5b974fdfc67b1e6d5e","is_oa":true,"landing_page_url":"https://doaj.org/article/42943b48978f4b5b974fdfc67b1e6d5e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 15, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-026-00870-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00870-0","pdf_url":null,"source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W2510185399","https://openalex.org/W2765811365","https://openalex.org/W2950865323","https://openalex.org/W2995022099","https://openalex.org/W3004543888","https://openalex.org/W3128484727","https://openalex.org/W3133373026","https://openalex.org/W3201739204","https://openalex.org/W3211127556","https://openalex.org/W4214509590","https://openalex.org/W4242664031","https://openalex.org/W4243123143","https://openalex.org/W4285272834","https://openalex.org/W4317727238","https://openalex.org/W4321484128","https://openalex.org/W4322761281","https://openalex.org/W4327945465","https://openalex.org/W4379522362","https://openalex.org/W4386280890","https://openalex.org/W4386422321","https://openalex.org/W4387195417","https://openalex.org/W4387682186","https://openalex.org/W4389321202","https://openalex.org/W4390874074","https://openalex.org/W4391608924","https://openalex.org/W4391707532","https://openalex.org/W4393373882","https://openalex.org/W4394994309","https://openalex.org/W4399534541","https://openalex.org/W4400111235","https://openalex.org/W4401212930","https://openalex.org/W4403294788","https://openalex.org/W4403421327","https://openalex.org/W4405021924","https://openalex.org/W4405717855","https://openalex.org/W4405907170","https://openalex.org/W4406025417","https://openalex.org/W4406921713","https://openalex.org/W4408503197","https://openalex.org/W4408675811","https://openalex.org/W4408834331","https://openalex.org/W4409115598","https://openalex.org/W4409152507","https://openalex.org/W4409223209","https://openalex.org/W4409502280","https://openalex.org/W4410114739","https://openalex.org/W4410379646","https://openalex.org/W4410517240","https://openalex.org/W4410832718","https://openalex.org/W4411032745","https://openalex.org/W4411726008","https://openalex.org/W4412120136","https://openalex.org/W4412461369","https://openalex.org/W4412946576","https://openalex.org/W4413147680","https://openalex.org/W4413147690","https://openalex.org/W4413330504","https://openalex.org/W4413492776","https://openalex.org/W4413556737","https://openalex.org/W4414103964","https://openalex.org/W4414277262","https://openalex.org/W4414282266","https://openalex.org/W4415157126","https://openalex.org/W4415174878","https://openalex.org/W4415366841","https://openalex.org/W4416769825","https://openalex.org/W4416932830","https://openalex.org/W7117649764","https://openalex.org/W7131067892"],"related_works":[],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2],"large-scale":[3,84],"artificial":[4],"intelligence":[5],"models":[6,42,58],"are":[7,120],"gradually":[8],"reshaping":[9],"the":[10,20,27,50,111,137],"design":[11],"and":[12,71,89,107,110,128,146,154],"operation":[13],"of":[14,23,30,113,140],"modern":[15],"animation":[16,44,91,126,144],"systems.":[17],"By":[18],"combining":[19],"computational":[21,104],"capabilities":[22],"cloud":[24],"platforms":[25],"with":[26,63,83,100],"low-latency":[28],"advantages":[29],"edge":[31],"environments,":[32,62],"edge\u2013cloud":[33,60,143],"collaboration":[34],"provides":[35],"a":[36],"practical":[37],"foundation":[38],"for":[39,151],"integrating":[40],"large":[41,57,141],"into":[43,59],"pipelines.":[45],"Building":[46],"on":[47],"this":[48,101,132],"background,":[49],"paper":[51],"surveys":[52],"emerging":[53],"frameworks":[54,77],"that":[55],"incorporate":[56],"collaborative":[61,90],"particular":[64],"attention":[65],"to":[66,79,135,147],"distributed":[67],"inference,":[68],"federated":[69],"learning,":[70],"adaptive":[72],"data":[73],"processing":[74],"mechanisms.":[75],"These":[76],"aim":[78],"balance":[80],"real-time":[81],"responsiveness":[82],"computation":[85],"while":[86],"supporting":[87],"scalable":[88],"workflows.":[92],"The":[93],"review":[94],"further":[95],"analyzes":[96],"key":[97],"challenges":[98],"associated":[99],"paradigm,":[102],"including":[103],"overhead,":[105],"privacy":[106],"security":[108],"concerns,":[109],"preservation":[112],"artistic":[114],"control.":[115],"Finally,":[116],"potential":[117],"research":[118,153],"directions":[119,150],"discussed,":[121],"covering":[122],"multimodal":[123],"integration,":[124],"human-centered":[125],"systems,":[127],"energy-efficient":[129],"computing.":[130],"Overall,":[131],"survey":[133],"seeks":[134],"clarify":[136],"current":[138],"landscape":[139],"model\u2013driven":[142],"systems":[145],"highlight":[148],"promising":[149],"future":[152],"development.":[155]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2026-03-03T00:00:00"}
