{"id":"https://openalex.org/W4400489124","doi":"https://doi.org/10.1109/cscwd61410.2024.10580255","title":"Workflow task offloading mechanism based on A3C under computing network integration","display_name":"Workflow task offloading mechanism based on A3C under computing network integration","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4400489124","doi":"https://doi.org/10.1109/cscwd61410.2024.10580255"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd61410.2024.10580255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd61410.2024.10580255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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":null,"display_name":"Lin Wei","orcid":null},"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":"Lin Wei","raw_affiliation_strings":["Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624686","display_name":"Shihao Zhang","orcid":"https://orcid.org/0000-0001-7725-4779"},"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":"Shihao Zhang","raw_affiliation_strings":["Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101726917","display_name":"Yufei Gao","orcid":"https://orcid.org/0000-0002-8737-8449"},"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":"Yufei Gao","raw_affiliation_strings":["Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072249624","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0002-1170-3911"},"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":"Lei Shi","raw_affiliation_strings":["Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040192701","display_name":"Huijuan Lian","orcid":null},"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":"Huijuan Lian","raw_affiliation_strings":["Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021952689","display_name":"Guozhen Cheng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guozhen Cheng","raw_affiliation_strings":["Information Engineering University,Institute of Information Technology,Zhengzhou"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Engineering University,Institute of Information Technology,Zhengzhou","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037030253","display_name":"Mengyang He","orcid":"https://orcid.org/0000-0002-3898-2201"},"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":"Mengyang He","raw_affiliation_strings":["Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Cyber Science and Engineering,Zhengzhou","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2288","last_page":"2294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.5536999702453613,"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"}},"topics":[{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.5536999702453613,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.4975000023841858,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7773757576942444},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6843490600585938},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6475037336349487},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6048908829689026},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4662697911262512},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.4413755238056183},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42602425813674927},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.11385458707809448},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08003169298171997},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07457619905471802}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7773757576942444},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6843490600585938},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6475037336349487},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6048908829689026},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4662697911262512},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.4413755238056183},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42602425813674927},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.11385458707809448},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08003169298171997},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07457619905471802},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd61410.2024.10580255","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd61410.2024.10580255","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 27th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2375304607","https://openalex.org/W2391168633","https://openalex.org/W2035995658","https://openalex.org/W2353477037","https://openalex.org/W1574425962","https://openalex.org/W2385499106","https://openalex.org/W2354357087","https://openalex.org/W2352774566","https://openalex.org/W4243836028","https://openalex.org/W2376671203"],"abstract_inverted_index":{"Computing":[0],"Power":[1],"Network":[2],"(CPN)":[3],"overcome":[4],"the":[5,34,48,109,138,189],"performance":[6],"limitations":[7],"of":[8,36,50,85,112,183],"computing":[9,14,30,37],"power":[10],"islands":[11],"by":[12,172,193],"integrating":[13],"and":[15,27,52,121,176],"network":[16],"resources,":[17],"dynamically":[18],"scheduling":[19],"business":[20],"traffic":[21],"to":[22,32,47,75,81,147,174,185],"optimal":[23],"nodes.":[24],"However,":[25],"effectively":[26,129],"collaboratively":[28],"utilizing":[29],"resources":[31,51],"reduce":[33],"delay":[35],"tasks":[38,60,63,100],"has":[39],"become":[40],"a":[41,70,179],"challenging":[42],"issue":[43],"in":[44,156],"CPN":[45],"due":[46,80],"heterogeneity":[49],"dynamic":[53],"load.":[54],"Existing":[55],"works":[56],"often":[57],"treat":[58],"workflow":[59,99,113,150],"as":[61],"atomic":[62],"for":[64,98,125,133],"offloading,":[65,117],"disregarding":[66],"subtask":[67,119],"dependencies":[68,120],"within":[69],"task.":[71],"This":[72,128],"approach":[73],"leads":[74],"increased":[76],"overall":[77],"waiting":[78,131,170],"time":[79,192],"varying":[82],"execution":[83,154],"delays":[84,132,171],"each":[86],"subtask.":[87],"To":[88],"address":[89],"this":[90,92],"problem,":[91],"paper":[93],"proposes":[94],"an":[95],"optimization":[96],"algorithm":[97,107,142],"based":[101,144],"on":[102,145],"slack":[103],"quantity":[104],"(CSA_WTO).":[105],"The":[106],"optimizes":[108],"arrival":[110],"order":[111],"task":[114,169],"graphs":[115],"before":[116],"considering":[118],"arranging":[122],"them":[123],"appropriately":[124],"subsequent":[126],"offloading.":[127],"reduces":[130,168],"subtasks.":[134],"Additionally,":[135],"we":[136],"utilize":[137],"Dependent":[139],"Task":[140],"Offloading":[141],"(DTO)":[143],"A3C":[146],"offload":[148],"optimized":[149],"tasks,":[151],"thereby":[152],"improving":[153],"efficiency":[155],"CPN.":[157],"Simulation":[158],"results":[159],"demonstrate":[160],"that":[161],"compared":[162],"with":[163],"other":[164],"algorithms,":[165],"CSA_WTO":[166],"significantly":[167],"up":[173,184],"85%,":[175],"DTO":[177],"achieves":[178],"request":[180],"acceptance":[181],"rate":[182],"96%":[186],"while":[187],"reducing":[188],"average":[190],"completion":[191],"71%.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
