{"id":"https://openalex.org/W3003487723","doi":"https://doi.org/10.1109/globalsip45357.2019.8969320","title":"Reinforcement Learning-Driven QoS-Aware Intelligent Routing for Software-Defined Networks","display_name":"Reinforcement Learning-Driven QoS-Aware Intelligent Routing for Software-Defined Networks","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3003487723","doi":"https://doi.org/10.1109/globalsip45357.2019.8969320","mag":"3003487723"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip45357.2019.8969320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip45357.2019.8969320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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":"https://openalex.org/A5103888102","display_name":"Md Billal Hossain","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Md Billal Hossain","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5109399861","display_name":"Jin Wei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jin Wei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":1.0,"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/T10714","display_name":"Software-Defined Networks and 5G","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9718999862670898,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9517999887466431,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8089646100997925},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.793728232383728},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6854608654975891},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6742088794708252},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5904263854026794},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.5819841623306274},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5634469389915466},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5580713152885437},{"id":"https://openalex.org/keywords/policy-based-routing","display_name":"Policy-based routing","score":0.5415814518928528},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.506864607334137},{"id":"https://openalex.org/keywords/routing-domain","display_name":"Routing domain","score":0.46636709570884705},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4480387568473816},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.3692222237586975},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.35242462158203125},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.19349807500839233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15036049485206604}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8089646100997925},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.793728232383728},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6854608654975891},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6742088794708252},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5904263854026794},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.5819841623306274},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5634469389915466},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5580713152885437},{"id":"https://openalex.org/C196423136","wikidata":"https://www.wikidata.org/wiki/Q7209671","display_name":"Policy-based routing","level":5,"score":0.5415814518928528},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.506864607334137},{"id":"https://openalex.org/C94600068","wikidata":"https://www.wikidata.org/wiki/Q7371621","display_name":"Routing domain","level":5,"score":0.46636709570884705},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4480387568473816},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.3692222237586975},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.35242462158203125},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.19349807500839233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15036049485206604}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globalsip45357.2019.8969320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip45357.2019.8969320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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":17,"referenced_works":["https://openalex.org/W2087725835","https://openalex.org/W2132940773","https://openalex.org/W2147118406","https://openalex.org/W2512877821","https://openalex.org/W2560178266","https://openalex.org/W2731762594","https://openalex.org/W2734500456","https://openalex.org/W2758296822","https://openalex.org/W2793500577","https://openalex.org/W2902872540","https://openalex.org/W2962862703","https://openalex.org/W2963549123","https://openalex.org/W2964043796","https://openalex.org/W3102644901","https://openalex.org/W3103106496","https://openalex.org/W6692846177","https://openalex.org/W6744749404"],"related_works":["https://openalex.org/W2096480024","https://openalex.org/W2220567392","https://openalex.org/W1585786976","https://openalex.org/W4316021914","https://openalex.org/W2518767500","https://openalex.org/W2998182693","https://openalex.org/W153071365","https://openalex.org/W146128134","https://openalex.org/W4232581896","https://openalex.org/W2401106053"],"abstract_inverted_index":{"Software-defined":[0],"network":[1],"(SDN)":[2],"is":[3,101],"an":[4],"emerging":[5],"computer":[6],"networking":[7,25,50,84],"technology":[8],"that":[9],"disjoints":[10],"the":[11,15,54,60,87,104],"data":[12],"forwarding":[13],"from":[14,86],"centralized":[16],"control":[17],"and":[18,23,36,82],"enables":[19],"a":[20,80],"highly":[21],"manageable":[22],"flexible":[24],"paradigm.":[26],"There":[27],"has":[28],"been":[29],"intensive":[30],"research":[31],"developed":[32],"for":[33,39],"efficient":[34],"routing":[35,90,98],"resource":[37],"allocation":[38],"SDNs.":[40],"However,":[41],"there":[42],"still":[43],"remain":[44],"essential":[45],"challenges":[46],"to":[47,52,78],"achieve":[48],"situation-awareness":[49,81],"management":[51,85,99],"ensure":[53],"application-driven":[55],"Quality-of-Service":[56],"(QoS)":[57],"even":[58],"in":[59,69,103],"presence":[61],"of":[62,89,94],"cyber":[63],"attacks.":[64],"To":[65],"address":[66],"this":[67,70],"issue,":[68],"paper,":[71],"we":[72],"exploit":[73],"reinforcement":[74],"learning":[75],"(RL)":[76],"technologies":[77],"develop":[79],"intelligent":[83],"perspective":[88],"management.":[91],"The":[92],"performance":[93],"our":[95],"proposed":[96],"RL-enabled":[97],"method":[100],"evaluated":[102],"simulation":[105],"sections":[106],"by":[107],"considering":[108],"various":[109],"scenarios.":[110]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
