{"id":"https://openalex.org/W4401375382","doi":"https://doi.org/10.1007/s11276-024-03820-3","title":"Ets-ddpg: an energy-efficient and QoS-guaranteed edge task scheduling approach based on deep reinforcement learning","display_name":"Ets-ddpg: an energy-efficient and QoS-guaranteed edge task scheduling approach based on deep reinforcement learning","publication_year":2024,"publication_date":"2024-07-30","ids":{"openalex":"https://openalex.org/W4401375382","doi":"https://doi.org/10.1007/s11276-024-03820-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11276-024-03820-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-024-03820-3","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless 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":"https://openalex.org/A5074011980","display_name":"Jiale Zhao","orcid":"https://orcid.org/0009-0001-2805-8664"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiale Zhao","raw_affiliation_strings":["College of Computer science, Chongqing University, No. 174, Shazheng Street, Chongqing, 400044, China"],"affiliations":[{"raw_affiliation_string":"College of Computer science, Chongqing University, No. 174, Shazheng Street, Chongqing, 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080478930","display_name":"Yunni Xia","orcid":"https://orcid.org/0000-0001-9024-732X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunni Xia","raw_affiliation_strings":["College of Computer science, Chongqing University, No. 174, Shazheng Street, Chongqing, 400044, China"],"affiliations":[{"raw_affiliation_string":"College of Computer science, Chongqing University, No. 174, Shazheng Street, Chongqing, 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102833660","display_name":"Xiaoning Sun","orcid":"https://orcid.org/0000-0002-6974-6308"},"institutions":[{"id":"https://openalex.org/I49185572","display_name":"Yunnan University of Finance And Economics","ror":"https://ror.org/04rhev598","country_code":"CN","type":"education","lineage":["https://openalex.org/I49185572"]},{"id":"https://openalex.org/I126924076","display_name":"Chongqing Normal University","ror":"https://ror.org/01dcw5w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I126924076"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoning Sun","raw_affiliation_strings":["School of Computer and Information Science, Chongqing Normal University, No. 37, University City Street, Chongqing, 401331, China","Yunnan Key Laboratory of Service Computing, Yunnan University of Finance and Economics, No. 237, Longquan Street, Kunming, 650221, Yunnan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Science, Chongqing Normal University, No. 37, University City Street, Chongqing, 401331, China","institution_ids":["https://openalex.org/I126924076"]},{"raw_affiliation_string":"Yunnan Key Laboratory of Service Computing, Yunnan University of Finance and Economics, No. 237, Longquan Street, Kunming, 650221, Yunnan, China","institution_ids":["https://openalex.org/I49185572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110956119","display_name":"Tingyan Long","orcid":null},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingyan Long","raw_affiliation_strings":["School of Computer Science and Technology, Guizhou University, No. 2708, Huaxi Street, Guiyang, 550025, Guizhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guizhou University, No. 2708, Huaxi Street, Guiyang, 550025, Guizhou, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110928249","display_name":"Qinglan Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinglan Peng","raw_affiliation_strings":["School of Artificial Intelligence, Henan University, No. 379, Mingli Street, Zhengzhou, 450046, Henan, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Henan University, No. 379, Mingli Street, Zhengzhou, 450046, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111120798","display_name":"Shangzhi Guo","orcid":"https://orcid.org/0009-0008-1304-5271"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shangzhi Guo","raw_affiliation_strings":["College of Computer science, Chongqing University, No. 174, Shazheng Street, Chongqing, 400044, China"],"affiliations":[{"raw_affiliation_string":"College of Computer science, Chongqing University, No. 174, Shazheng Street, Chongqing, 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004137944","display_name":"Fei Meng","orcid":"https://orcid.org/0000-0001-9225-040X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Meng","raw_affiliation_strings":["College of Computer science, Chongqing University, No. 174, Shazheng Street, Chongqing, 400044, China"],"affiliations":[{"raw_affiliation_string":"College of Computer science, Chongqing University, No. 174, Shazheng Street, Chongqing, 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056659213","display_name":"Yumin Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I126924076","display_name":"Chongqing Normal University","ror":"https://ror.org/01dcw5w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I126924076"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yumin Dong","raw_affiliation_strings":["School of Computer and Information Science, Chongqing Normal University, No. 37, University City Street, Chongqing, 401331, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Science, Chongqing Normal University, No. 37, University City Street, Chongqing, 401331, China","institution_ids":["https://openalex.org/I126924076"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111335883","display_name":"Qing Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146919","display_name":"Shanghai Industrial Technology Institute","ror":"https://ror.org/03j1pdd39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210146919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Xia","raw_affiliation_strings":["Chongqing Saibao Industrial Technology Research Institute, No. 18, Zhiquan Street, Chongqing, 400900, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Saibao Industrial Technology Research Institute, No. 18, Zhiquan Street, Chongqing, 400900, China","institution_ids":["https://openalex.org/I4210146919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5074011980"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.6043,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87012099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"31","issue":"2","first_page":"1241","last_page":"1254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13553","display_name":"Age of Information Optimization","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9002151489257812},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7289962768554688},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6422512531280518},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6135852932929993},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6063256859779358},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.577967643737793},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5587803721427917},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5489252209663391},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.541181743144989},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5039350390434265},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4921192526817322},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.41840261220932007},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33581143617630005},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.30978360772132874},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.23132020235061646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20165196061134338},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.09559643268585205}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9002151489257812},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7289962768554688},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6422512531280518},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6135852932929993},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6063256859779358},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.577967643737793},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5587803721427917},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5489252209663391},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.541181743144989},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5039350390434265},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4921192526817322},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.41840261220932007},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33581143617630005},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.30978360772132874},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23132020235061646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20165196061134338},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.09559643268585205},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11276-024-03820-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11276-024-03820-3","pdf_url":null,"source":{"id":"https://openalex.org/S205498627","display_name":"Wireless Networks","issn_l":"1022-0038","issn":["1022-0038","1572-8196"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Wireless Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1891558470","https://openalex.org/W2021689699","https://openalex.org/W2024593967","https://openalex.org/W2043103855","https://openalex.org/W2120366615","https://openalex.org/W2148952710","https://openalex.org/W2295849380","https://openalex.org/W2306649852","https://openalex.org/W2313564095","https://openalex.org/W2341823075","https://openalex.org/W2406115832","https://openalex.org/W2465657924","https://openalex.org/W2512689701","https://openalex.org/W2513935212","https://openalex.org/W2525833315","https://openalex.org/W2528703773","https://openalex.org/W2556111255","https://openalex.org/W2556413364","https://openalex.org/W2769557912","https://openalex.org/W2784557475","https://openalex.org/W2795776586","https://openalex.org/W2897708248","https://openalex.org/W2906545490","https://openalex.org/W2909611778","https://openalex.org/W2931261885","https://openalex.org/W2972125603","https://openalex.org/W3000090293","https://openalex.org/W3007855629","https://openalex.org/W3034135850","https://openalex.org/W3099607069","https://openalex.org/W3106321396","https://openalex.org/W3112578794","https://openalex.org/W3136919780","https://openalex.org/W3157294988","https://openalex.org/W3217244108","https://openalex.org/W4308035264","https://openalex.org/W4312319768","https://openalex.org/W4367721857","https://openalex.org/W4377231547","https://openalex.org/W4380987759","https://openalex.org/W4386212337","https://openalex.org/W4386432096","https://openalex.org/W4386634637","https://openalex.org/W4387319328","https://openalex.org/W4389230241","https://openalex.org/W4389352378","https://openalex.org/W4391128551","https://openalex.org/W4392405830","https://openalex.org/W4392693949","https://openalex.org/W6684205842"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379","https://openalex.org/W3214037210"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}