{"id":"https://openalex.org/W4385984068","doi":"https://doi.org/10.1007/s00521-023-08905-2","title":"Qoe-guaranteed distributed offloading decision via partially observable deep reinforcement learning for edge-enabled Internet of Things","display_name":"Qoe-guaranteed distributed offloading decision via partially observable deep reinforcement learning for edge-enabled Internet of Things","publication_year":2023,"publication_date":"2023-08-18","ids":{"openalex":"https://openalex.org/W4385984068","doi":"https://doi.org/10.1007/s00521-023-08905-2"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-08905-2","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s00521-023-08905-2","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5103112482","display_name":"Jiaxin Hou","orcid":"https://orcid.org/0000-0001-7067-3903"},"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":"Jiaxin Hou","raw_affiliation_strings":["The School of Big data and Software Engineering, Chongqing University, Chongqing, 400044, China"],"affiliations":[{"raw_affiliation_string":"The School of Big data and Software Engineering, Chongqing University, Chongqing, 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061072868","display_name":"Yingbo Wu","orcid":"https://orcid.org/0000-0002-6180-8762"},"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":"Yingbo Wu","raw_affiliation_strings":["The School of Big data and Software Engineering, Chongqing University, Chongqing, 400044, China"],"affiliations":[{"raw_affiliation_string":"The School of Big data and Software Engineering, Chongqing University, Chongqing, 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110226743","display_name":"Junpeng Cai","orcid":"https://orcid.org/0009-0009-5935-515X"},"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":"Junpeng Cai","raw_affiliation_strings":["The School of Big data and Software Engineering, Chongqing University, Chongqing, 400044, China"],"affiliations":[{"raw_affiliation_string":"The School of Big data and Software Engineering, Chongqing University, Chongqing, 400044, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071467913","display_name":"Zhiwen Zhou","orcid":"https://orcid.org/0000-0003-1354-7913"},"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":"Zhiwen Zhou","raw_affiliation_strings":["The School of Big data and Software Engineering, Chongqing University, Chongqing, 400044, China"],"affiliations":[{"raw_affiliation_string":"The School of Big data and Software Engineering, Chongqing University, Chongqing, 400044, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061072868"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.4059,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61753725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"35","issue":"29","first_page":"21603","last_page":"21619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9995999932289124,"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":0.9934999942779541,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8827593326568604},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6874068379402161},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.632208526134491},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5638494491577148},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5329832434654236},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.50370854139328},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5002548694610596},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.49820566177368164},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.48271891474723816},{"id":"https://openalex.org/keywords/partially-observable-markov-decision-process","display_name":"Partially observable Markov decision process","score":0.4447932243347168},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4289149045944214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31526845693588257},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.24015522003173828},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2373809814453125},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.1902015507221222},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.15956830978393555},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.1528397500514984},{"id":"https://openalex.org/keywords/markov-model","display_name":"Markov model","score":0.11208710074424744}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8827593326568604},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6874068379402161},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.632208526134491},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5638494491577148},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5329832434654236},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.50370854139328},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5002548694610596},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.49820566177368164},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.48271891474723816},{"id":"https://openalex.org/C17098449","wikidata":"https://www.wikidata.org/wiki/Q176814","display_name":"Partially observable Markov decision process","level":4,"score":0.4447932243347168},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4289149045944214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31526845693588257},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.24015522003173828},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2373809814453125},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.1902015507221222},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.15956830978393555},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.1528397500514984},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.11208710074424744},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-023-08905-2","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1007/s00521-023-08905-2","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2071875983","https://openalex.org/W2145417574","https://openalex.org/W2599106590","https://openalex.org/W2607662938","https://openalex.org/W2624989916","https://openalex.org/W2740747242","https://openalex.org/W2746553466","https://openalex.org/W2791318447","https://openalex.org/W2800992211","https://openalex.org/W2886583025","https://openalex.org/W2890406709","https://openalex.org/W2903912319","https://openalex.org/W2947611290","https://openalex.org/W2963658727","https://openalex.org/W2965289829","https://openalex.org/W3002258616","https://openalex.org/W3011182939","https://openalex.org/W3012434840","https://openalex.org/W3016491041","https://openalex.org/W3016764502","https://openalex.org/W3030435175","https://openalex.org/W3042857242","https://openalex.org/W3095737149","https://openalex.org/W3095779321","https://openalex.org/W3103591951","https://openalex.org/W3105504538","https://openalex.org/W3106012580","https://openalex.org/W3130252514","https://openalex.org/W3131664395","https://openalex.org/W3131852646","https://openalex.org/W3133545426","https://openalex.org/W3135386558","https://openalex.org/W3188385896","https://openalex.org/W3208376637","https://openalex.org/W3208830075","https://openalex.org/W3216295919","https://openalex.org/W4205100419","https://openalex.org/W4211067533","https://openalex.org/W4220869890","https://openalex.org/W4283266986","https://openalex.org/W4285115899","https://openalex.org/W4285261501","https://openalex.org/W4285282861","https://openalex.org/W4290715420","https://openalex.org/W4312389599","https://openalex.org/W4312813448","https://openalex.org/W6600135713","https://openalex.org/W6609795279"],"related_works":["https://openalex.org/W2096013579","https://openalex.org/W1589140671","https://openalex.org/W1760611253","https://openalex.org/W52153049","https://openalex.org/W2951545791","https://openalex.org/W1515117609","https://openalex.org/W2294884454","https://openalex.org/W4323315247","https://openalex.org/W3169161914","https://openalex.org/W4321379664"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}