{"id":"https://openalex.org/W4401539109","doi":"https://doi.org/10.1109/infocomwkshps61880.2024.10620834","title":"QoS-DRAMA: Quality of Service Aware Drl-Based Adaptive Mid-Level Resource Allocation Scheme","display_name":"QoS-DRAMA: Quality of Service Aware Drl-Based Adaptive Mid-Level Resource Allocation Scheme","publication_year":2024,"publication_date":"2024-05-20","ids":{"openalex":"https://openalex.org/W4401539109","doi":"https://doi.org/10.1109/infocomwkshps61880.2024.10620834"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps61880.2024.10620834","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocomwkshps61880.2024.10620834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-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/A5106475945","display_name":"Ethan Swistak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ethan Swistak","raw_affiliation_strings":["Fraunhofer Institute for Integrated Circuits (IIS),Erlangen,Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Integrated Circuits (IIS),Erlangen,Germany","institution_ids":["https://openalex.org/I4210124274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006231430","display_name":"Moustafa Roshdi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Moustafa Roshdi","raw_affiliation_strings":["Fraunhofer Institute for Integrated Circuits (IIS),Erlangen,Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Integrated Circuits (IIS),Erlangen,Germany","institution_ids":["https://openalex.org/I4210124274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102836787","display_name":"Reinhard German","orcid":"https://orcid.org/0000-0002-9071-4802"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reinhard German","raw_affiliation_strings":["Friedrich-Alexander University (FAU),Erlangen,Germany"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander University (FAU),Erlangen,Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019351757","display_name":"Mehdi Harounabadi","orcid":"https://orcid.org/0000-0003-3327-6735"},"institutions":[{"id":"https://openalex.org/I4210124274","display_name":"Fraunhofer Institute for Integrated Circuits","ror":"https://ror.org/024ape423","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210124274","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mehdi Harounabadi","raw_affiliation_strings":["Fraunhofer Institute for Integrated Circuits (IIS),Erlangen,Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Integrated Circuits (IIS),Erlangen,Germany","institution_ids":["https://openalex.org/I4210124274"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5106475945"],"corresponding_institution_ids":["https://openalex.org/I4210124274"],"apc_list":null,"apc_paid":null,"fwci":0.2153,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51323965,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9936000108718872,"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"}},{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9879000186920166,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9851999878883362,"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/quality-of-service","display_name":"Quality of service","score":0.7616451978683472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7344918251037598},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6808334589004517},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5404132604598999},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.49156269431114197},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4774932563304901},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41982147097587585}],"concepts":[{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.7616451978683472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7344918251037598},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6808334589004517},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5404132604598999},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.49156269431114197},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4774932563304901},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41982147097587585},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocomwkshps61880.2024.10620834","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/infocomwkshps61880.2024.10620834","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/510757","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/510757","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"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/W2024758815","https://openalex.org/W2074128438","https://openalex.org/W2468437744","https://openalex.org/W2736601468","https://openalex.org/W2737511514","https://openalex.org/W2783073756","https://openalex.org/W2806348295","https://openalex.org/W3034687650","https://openalex.org/W3091398496","https://openalex.org/W3155413563","https://openalex.org/W4200065332","https://openalex.org/W4205096663","https://openalex.org/W4287811172","https://openalex.org/W4290993996","https://openalex.org/W6741002519","https://openalex.org/W6777536727","https://openalex.org/W6801289912"],"related_works":["https://openalex.org/W1939996075","https://openalex.org/W2118113972","https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W2304003539","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,35,103,116],"evolving":[3,117],"and":[4,66],"diverse":[5],"Quality":[6],"of":[7,41,105],"Service":[8],"(QoS)":[9],"demands":[10,119],"in":[11],"modern":[12],"cellular":[13,122],"networks,":[14],"an":[15],"imperative":[16],"for":[17],"a":[18,46,109],"Machine":[19],"Learning":[20,55],"(ML)":[21],"optimized":[22,51],"programmable":[23],"Radio":[24,36],"Access":[25],"Network":[26],"(RAN)":[27],"has":[28],"become":[29],"evident.":[30],"This":[31],"study":[32],"focuses":[33],"on":[34],"Resource":[37],"Management":[38],"(RRM)":[39],"aspect":[40],"this":[42],"paradigm":[43],"by":[44,64,81],"introducing":[45],"configurable":[47],"QoS-aware":[48],"scheduling":[49,69],"heuristic":[50,84],"through":[52],"Deep":[53],"Reinforcement":[54],"(DRL).":[56],"The":[57,100],"proposed":[58],"framework":[59],"dynamically":[60],"optimizes":[61],"its":[62],"policies":[63],"weighing":[65],"combining":[67],"multiple":[68],"metrics":[70],"to":[71,73,91,114],"adapt":[72],"changing":[74],"RAN":[75],"demands.":[76],"It":[77],"exhibits":[78],"tremendous":[79],"promise":[80],"outperforming":[82],"existing":[83],"benchmarks":[85],"while":[86],"retaining":[87],"increased":[88],"flexibility":[89],"compared":[90],"other":[92],"low":[93],"level":[94],"scheduler":[95],"approaches":[96],"that":[97],"utilize":[98],"DRL.":[99],"findings":[101],"underscore":[102],"potential":[104],"our":[106],"approach":[107],"as":[108],"mid-level":[110],"DRL-scheduling":[111],"technique,":[112],"well-positioned":[113],"meet":[115],"QoS":[118],"towards":[120],"6G":[121],"networks.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
