{"id":"https://openalex.org/W3096512143","doi":"https://doi.org/10.1109/blackseacom48709.2020.9235006","title":"Dynamic Resource Management in Next Generation Networks with Dense User Traffic","display_name":"Dynamic Resource Management in Next Generation Networks with Dense User Traffic","publication_year":2020,"publication_date":"2020-05-26","ids":{"openalex":"https://openalex.org/W3096512143","doi":"https://doi.org/10.1109/blackseacom48709.2020.9235006","mag":"3096512143"},"language":"en","primary_location":{"id":"doi:10.1109/blackseacom48709.2020.9235006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom48709.2020.9235006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","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/A5041366278","display_name":"Aysun Aslan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092500","display_name":"T\u00fcrk Telekom (Turkey)","ror":"https://ror.org/002famp79","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210092500"]},{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Aysun Aslan","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Hacettepe University, Turkey","Turk Telekom Research Laboratory, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Hacettepe University, Turkey","institution_ids":["https://openalex.org/I66514158"]},{"raw_affiliation_string":"Turk Telekom Research Laboratory, Turkey","institution_ids":["https://openalex.org/I4210092500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083242095","display_name":"G\u00fclce Bal","orcid":null},"institutions":[{"id":"https://openalex.org/I201799495","display_name":"Middle East Technical University","ror":"https://ror.org/014weej12","country_code":"TR","type":"education","lineage":["https://openalex.org/I201799495"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gulce Bal","raw_affiliation_strings":["Department of Computer Engineering, Middle East Technical University, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Middle East Technical University, Turkey","institution_ids":["https://openalex.org/I201799495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028605713","display_name":"Cenk Toker","orcid":"https://orcid.org/0000-0002-8304-3107"},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cenk Toker","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Hacettepe University, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Hacettepe University, Turkey","institution_ids":["https://openalex.org/I66514158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041366278"],"corresponding_institution_ids":["https://openalex.org/I4210092500","https://openalex.org/I66514158"],"apc_list":null,"apc_paid":null,"fwci":0.6448,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72943236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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":0.9998999834060669,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9961000084877014,"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/T11478","display_name":"Caching and Content Delivery","score":0.9958999752998352,"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":0.845037579536438},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.696749210357666},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6887540817260742},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6395003795623779},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5876637697219849},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5612810254096985},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5527893900871277},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.47944775223731995},{"id":"https://openalex.org/keywords/user-requirements-document","display_name":"User requirements document","score":0.4642544388771057},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4303731918334961},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4162350594997406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1046525239944458},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.08957886695861816},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.08814319968223572},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.0830003023147583},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07778218388557434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.845037579536438},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.696749210357666},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6887540817260742},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6395003795623779},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5876637697219849},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5612810254096985},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5527893900871277},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.47944775223731995},{"id":"https://openalex.org/C143267671","wikidata":"https://www.wikidata.org/wiki/Q7901856","display_name":"User requirements document","level":2,"score":0.4642544388771057},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4303731918334961},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4162350594997406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1046525239944458},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08957886695861816},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.08814319968223572},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.0830003023147583},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07778218388557434},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/blackseacom48709.2020.9235006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/blackseacom48709.2020.9235006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)","raw_type":"proceedings-article"},{"id":"pmh:oai:https://open.metu.edu.tr:11511/69317","is_oa":false,"landing_page_url":"https://hdl.handle.net/11511/69317","pdf_url":null,"source":{"id":"https://openalex.org/S4306402495","display_name":"OpenMETU (Middle East Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201799495","host_organization_name":"Middle East Technical University","host_organization_lineage":["https://openalex.org/I201799495"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Black Sea Conference on Communications and Networking (BlackSeaCom)","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2145339207","https://openalex.org/W2793519446","https://openalex.org/W2905601756","https://openalex.org/W2911972669","https://openalex.org/W2939348587","https://openalex.org/W2950926719","https://openalex.org/W2951469844","https://openalex.org/W2957441701","https://openalex.org/W3123212791"],"related_works":["https://openalex.org/W2393746923","https://openalex.org/W2972496411","https://openalex.org/W4239223006","https://openalex.org/W3033662781","https://openalex.org/W2137530048","https://openalex.org/W2360869927","https://openalex.org/W2050876785","https://openalex.org/W2074642116","https://openalex.org/W3164401656","https://openalex.org/W2129819547"],"abstract_inverted_index":{"With":[0],"the":[1,4,23,30,46,67,70,84,89,93,102,119,124,139,148],"era":[2],"of":[3,18,72,135,141,143],"fifth":[5],"generation":[6],"(5G)":[7],"networks,":[8],"supporting":[9],"all":[10],"mobile":[11],"service":[12],"users":[13,144],"who":[14],"have":[15,51],"different":[16,52],"Quality":[17],"Service":[19],"(QoS)":[20],"requirements":[21],"becomes":[22],"main":[24],"challenge.":[25],"To":[26],"manage":[27],"and":[28,65,86,99,121],"satisfy":[29],"heterogeneous":[31],"requirements,":[32,56],"network":[33,47,76,120],"slicing":[34,118],"concept":[35],"can":[36],"be":[37],"a":[38,41],"solution":[39],"over":[40],"common":[42],"physical":[43],"infrastructure.":[44],"Splitting":[45],"into":[48],"slices":[49,90,125],"which":[50],"properties":[53],"(e.g.,":[54],"bandwidth":[55],"delay":[57],"tolerance,":[58],"user":[59,94,136],"density,":[60,137],"etc.)":[61],"allows":[62],"to":[63,78,80,105,147],"schedule":[64,101],"optimize":[66],"requests":[68,104],"under":[69],"constraint":[71],"limited":[73],"resources.":[74],"The":[75],"has":[77],"decide":[79],"accept":[81],"or":[82],"reject":[83],"requests,":[85,98],"scale":[87],"up/down":[88,123],"by":[91,126],"considering":[92],"density":[95],"in":[96,108],"accepted":[97,103],"then,":[100],"serve":[106],"them":[107],"an":[109],"order.":[110],"In":[111],"this":[112],"paper,":[113],"it":[114],"is":[115],"verified":[116],"that":[117],"scaling":[122],"using":[127],"deep":[128],"reinforcement":[129],"learning":[130],"(DRL)":[131],"algorithms":[132],"with":[133,145],"consideration":[134],"improve":[138],"speed":[140],"satisfaction":[142],"respect":[146],"classical":[149],"baseline":[150],"scheduling":[151],"algorithms.":[152]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
