{"id":"https://openalex.org/W4412999374","doi":"https://doi.org/10.1016/j.comnet.2025.111592","title":"DGPAS: DQN-GRU guided distributed DNN pipeline training and adjacent scheduling in edge networks","display_name":"DGPAS: DQN-GRU guided distributed DNN pipeline training and adjacent scheduling in edge networks","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4412999374","doi":"https://doi.org/10.1016/j.comnet.2025.111592"},"language":"en","primary_location":{"id":"doi:10.1016/j.comnet.2025.111592","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.comnet.2025.111592","pdf_url":null,"source":{"id":"https://openalex.org/S63392143","display_name":"Computer Networks","issn_l":"1389-1286","issn":["1389-1286","1872-7069"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Networks","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":null,"display_name":"Jiayi Li","orcid":"https://orcid.org/0009-0003-1147-8886"},"institutions":[{"id":"https://openalex.org/I4210156189","display_name":"Shanghai Dianji University","ror":"https://ror.org/055fene14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayi Li","raw_affiliation_strings":["School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China"],"raw_orcid":"https://orcid.org/0009-0003-1147-8886","affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China","institution_ids":["https://openalex.org/I4210156189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059937321","display_name":"Xiaogang Wang","orcid":"https://orcid.org/0000-0001-5599-5488"},"institutions":[{"id":"https://openalex.org/I4210156189","display_name":"Shanghai Dianji University","ror":"https://ror.org/055fene14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaogang Wang","raw_affiliation_strings":["School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China"],"raw_orcid":"https://orcid.org/0000-0001-5599-5488","affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China","institution_ids":["https://openalex.org/I4210156189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113331964","display_name":"Haokun Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156189","display_name":"Shanghai Dianji University","ror":"https://ror.org/055fene14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haokun Chen","raw_affiliation_strings":["School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China"],"raw_orcid":"https://orcid.org/0009-0000-9412-4693","affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China","institution_ids":["https://openalex.org/I4210156189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047183539","display_name":"Zexin Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156189","display_name":"Shanghai Dianji University","ror":"https://ror.org/055fene14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zexin Wu","raw_affiliation_strings":["School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China"],"raw_orcid":"https://orcid.org/0009-0006-9866-7867","affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China","institution_ids":["https://openalex.org/I4210156189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104110440","display_name":"Ziqi Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156189","display_name":"Shanghai Dianji University","ror":"https://ror.org/055fene14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziqi Zhu","raw_affiliation_strings":["School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China"],"raw_orcid":"https://orcid.org/0009-0001-8482-9582","affiliations":[{"raw_affiliation_string":"School of Electronic and Information, Shanghai Dianji University, Shanghai, 201306, Pudong New Area District, China","institution_ids":["https://openalex.org/I4210156189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100648774","display_name":"Jian Cao","orcid":"https://orcid.org/0000-0002-0036-9436"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Cao","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, Minghang District, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, 200240, Minghang District, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014716105","display_name":"Rajkumar Buyya","orcid":"https://orcid.org/0000-0001-9754-6496"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rajkumar Buyya","raw_affiliation_strings":["CLOUDS Laboratory, School of Computing and Information Systems, The University of Melbourne, Parkville, VIC 3010, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CLOUDS Laboratory, School of Computing and Information Systems, The University of Melbourne, Parkville, VIC 3010, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5059937321"],"corresponding_institution_ids":["https://openalex.org/I4210156189"],"apc_list":{"value":2370,"currency":"USD","value_usd":2370},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2224732,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"271","issue":null,"first_page":"111592","last_page":"111592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9983000159263611,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9983000159263611,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12676","display_name":"Machine Learning and ELM","score":0.9929999709129333,"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/computer-science","display_name":"Computer science","score":0.9210454821586609},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5831189751625061},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5234184265136719},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4960194528102875},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.434654176235199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41678065061569214},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.4166325330734253},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.17408698797225952},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13598766922950745}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9210454821586609},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5831189751625061},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5234184265136719},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4960194528102875},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.434654176235199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41678065061569214},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4166325330734253},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.17408698797225952},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13598766922950745},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.comnet.2025.111592","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.comnet.2025.111592","pdf_url":null,"source":{"id":"https://openalex.org/S63392143","display_name":"Computer Networks","issn_l":"1389-1286","issn":["1389-1286","1872-7069"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2603325869","display_name":null,"funder_award_id":"21511104700","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G3735839508","display_name":null,"funder_award_id":"62072301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G893158232","display_name":null,"funder_award_id":"22ZR1425300","funder_id":"https://openalex.org/F4320336652","funder_display_name":"Science and Technology Innovation Plan Of Shanghai Science and Technology Commission"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320336652","display_name":"Science and Technology Innovation Plan Of Shanghai Science and Technology Commission","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W2145339207","https://openalex.org/W2343550300","https://openalex.org/W2610373075","https://openalex.org/W2618530766","https://openalex.org/W2735074951","https://openalex.org/W2798589477","https://openalex.org/W2972970334","https://openalex.org/W2973727699","https://openalex.org/W2991040477","https://openalex.org/W2997558642","https://openalex.org/W3011340359","https://openalex.org/W3012223151","https://openalex.org/W3035850571","https://openalex.org/W3038581078","https://openalex.org/W3086105743","https://openalex.org/W4206600936","https://openalex.org/W4210485470","https://openalex.org/W4241618768","https://openalex.org/W4249502209","https://openalex.org/W4255556797","https://openalex.org/W4288094025","https://openalex.org/W4288758332","https://openalex.org/W4312910656","https://openalex.org/W4313591088","https://openalex.org/W4317470277","https://openalex.org/W4362580634","https://openalex.org/W4378979503","https://openalex.org/W4379033976","https://openalex.org/W4387616541","https://openalex.org/W4387907715","https://openalex.org/W4390446475","https://openalex.org/W4391125288","https://openalex.org/W4392024605","https://openalex.org/W4400237625","https://openalex.org/W4400695126","https://openalex.org/W4401409119","https://openalex.org/W4401508667","https://openalex.org/W4401640592","https://openalex.org/W4401947073","https://openalex.org/W4402401791","https://openalex.org/W4403510661","https://openalex.org/W4404788893","https://openalex.org/W4406023331","https://openalex.org/W4406753753","https://openalex.org/W4411120118","https://openalex.org/W6686164453","https://openalex.org/W6729342207","https://openalex.org/W6749781174","https://openalex.org/W6776188000","https://openalex.org/W6777502121","https://openalex.org/W6799372109","https://openalex.org/W6848340752","https://openalex.org/W6863688615","https://openalex.org/W6864930601","https://openalex.org/W6869903425","https://openalex.org/W6871015024","https://openalex.org/W6871644042"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2233261550","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W4412817058","https://openalex.org/W3216976533","https://openalex.org/W100620283","https://openalex.org/W2495260952","https://openalex.org/W4366179611"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}