{"id":"https://openalex.org/W7134137899","doi":"https://doi.org/10.1186/s13677-026-00876-8","title":"Cloud-based collaborative animation generation with distributed rendering and resource scheduling","display_name":"Cloud-based collaborative animation generation with distributed rendering and resource scheduling","publication_year":2026,"publication_date":"2026-03-07","ids":{"openalex":"https://openalex.org/W7134137899","doi":"https://doi.org/10.1186/s13677-026-00876-8"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-026-00876-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00876-8","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/s13677-026-00876-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128290697","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":false,"raw_author_name":"Jing Zhu","raw_affiliation_strings":["Nanning University, Nanning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanning University, Nanning, China","institution_ids":["https://openalex.org/I4210151929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028793608","display_name":"Kaiwen Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133285","display_name":"Jiangxi Applied Engineering Vocational Institute","ror":"https://ror.org/03smt1w40","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210133285"]},{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["CN","MY"],"is_corresponding":true,"raw_author_name":"Kaiwen Qiu","raw_affiliation_strings":["Jiangxi Environmental Engineering Vocational College, Ganzhou, China","Universiti Utara Malaysia, Sintok, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Environmental Engineering Vocational College, Ganzhou, China","institution_ids":["https://openalex.org/I4210133285"]},{"raw_affiliation_string":"Universiti Utara Malaysia, Sintok, Malaysia","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045040231","display_name":"Yiqun Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133285","display_name":"Jiangxi Applied Engineering Vocational Institute","ror":"https://ror.org/03smt1w40","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210133285"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqun Tan","raw_affiliation_strings":["Jiangxi Environmental Engineering Vocational College, Ganzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangxi Environmental Engineering Vocational College, Ganzhou, China","institution_ids":["https://openalex.org/I4210133285"]}]},{"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenquan Huang","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University, HeFei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, HeFei, China","institution_ids":["https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028793608"],"corresponding_institution_ids":["https://openalex.org/I4210133285","https://openalex.org/I94625822"],"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":0.4358141,"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/T12290","display_name":"Human Motion and Animation","score":0.6525999903678894,"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"}},"topics":[{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.6525999903678894,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.16189999878406525,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.029899999499320984,"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/scheduling","display_name":"Scheduling (production processes)","score":0.5310999751091003},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.527400016784668},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.4171999990940094},{"id":"https://openalex.org/keywords/computer-animation","display_name":"Computer animation","score":0.2971999943256378},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.2775000035762787}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7544999718666077},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5310999751091003},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.527400016784668},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4242999851703644},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.4171999990940094},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.4090999960899353},{"id":"https://openalex.org/C69369342","wikidata":"https://www.wikidata.org/wiki/Q1401416","display_name":"Computer animation","level":3,"score":0.2971999943256378},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28220000863075256},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.2775000035762787},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.267300009727478},{"id":"https://openalex.org/C116921373","wikidata":"https://www.wikidata.org/wiki/Q2816483","display_name":"Real-time rendering","level":3,"score":0.2651999890804291},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2524000108242035}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-026-00876-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00876-8","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:b98442fedf9d4bef854c234df268f219","is_oa":true,"landing_page_url":"https://doaj.org/article/b98442fedf9d4bef854c234df268f219","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/s13677-026-00876-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-026-00876-8","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":36,"referenced_works":["https://openalex.org/W139263901","https://openalex.org/W1861492603","https://openalex.org/W2055373760","https://openalex.org/W2075920308","https://openalex.org/W2149294210","https://openalex.org/W2290712622","https://openalex.org/W2624094904","https://openalex.org/W2794554715","https://openalex.org/W2800652671","https://openalex.org/W3083677505","https://openalex.org/W3107467613","https://openalex.org/W4205266321","https://openalex.org/W4285272834","https://openalex.org/W4286611314","https://openalex.org/W4383342594","https://openalex.org/W4386280890","https://openalex.org/W4386422321","https://openalex.org/W4391952907","https://openalex.org/W4394627293","https://openalex.org/W4394994309","https://openalex.org/W4400798875","https://openalex.org/W4401979966","https://openalex.org/W4402435377","https://openalex.org/W4402704510","https://openalex.org/W4402727736","https://openalex.org/W4403294788","https://openalex.org/W4405907437","https://openalex.org/W4407194525","https://openalex.org/W4409152507","https://openalex.org/W4410114739","https://openalex.org/W4413146118","https://openalex.org/W4414050916","https://openalex.org/W4415157126","https://openalex.org/W4415366841","https://openalex.org/W7117138646","https://openalex.org/W7131067892"],"related_works":[],"abstract_inverted_index":{"Animation":[0],"production":[1],"is":[2,127,141],"increasingly":[3],"shaped":[4],"by":[5,24],"collaborative":[6,78],"workflows":[7],"and":[8,16,55,64,90,110,113,148,164,185],"compute-intensive":[9],"pipelines,":[10],"where":[11],"content":[12],"creation,":[13],"model":[14],"inference,":[15],"high-quality":[17],"rendering":[18,89,111,125],"are":[19,32,106,158],"often":[20],"conducted":[21,159],"in":[22,189],"parallel":[23],"geographically":[25],"distributed":[26,56,88,124],"users.":[27],"However,":[28],"conventional":[29],"animation":[30,61,79,103,178],"tools":[31],"largely":[33],"built":[34],"around":[35],"standalone":[36],"environments,":[37],"making":[38],"it":[39],"difficult":[40],"to":[41,100,129,143,153,160],"scale":[42],"computation":[43],"resources":[44,54,147],"or":[45],"support":[46,130,176],"efficient":[47],"multi-user":[48],"collaboration.":[49],"Cloud":[50],"platforms":[51],"offer":[52],"elastic":[53],"execution":[57,132],"capabilities,":[58],"yet":[59],"integrating":[60],"generation,":[62],"rendering,":[63],"collaboration":[65],"into":[66,108],"a":[67,76,119,137],"unified":[68],"cloud-based":[69,77],"system":[70,81,173],"remains":[71],"challenging.":[72],"This":[73],"paper":[74],"presents":[75],"generation":[80,109],"that":[82,170],"integrates":[83],"open-source":[84],"generative":[85],"models":[86],"with":[87],"resource":[91,138,187],"scheduling":[92,139],"services.":[93],"The":[94,167],"proposed":[95,172],"framework":[96],"enables":[97],"multiple":[98],"users":[99],"concurrently":[101],"submit":[102],"tasks,":[104],"which":[105],"decomposed":[107],"subtasks":[112],"executed":[114],"across":[115],"cloud":[116,190],"nodes":[117],"through":[118],"coordinated":[120],"orchestration":[121],"layer.":[122],"A":[123],"pipeline":[126],"developed":[128],"scalable":[131],"of":[133],"Blender-based":[134],"workloads,":[135],"while":[136,180],"mechanism":[140],"designed":[142],"manage":[144],"heterogeneous":[145],"GPU":[146],"dynamically":[149],"allocate":[150],"tasks":[151],"according":[152],"workload":[154],"conditions.":[155],"Extensive":[156],"experiments":[157],"evaluate":[161],"both":[162],"system-level":[163],"animation-oriented":[165],"performance.":[166],"results":[168],"demonstrate":[169],"the":[171],"can":[174],"effectively":[175],"concurrent":[177],"creation":[179],"achieving":[181],"stable":[182],"performance":[183],"gains":[184],"improved":[186],"efficiency":[188],"environments.":[191]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2026-03-08T00:00:00"}