{"id":"https://openalex.org/W4206912070","doi":"https://doi.org/10.1007/s11235-021-00877-9","title":"Inter-slice resource management for 5G radio access network using markov decision process","display_name":"Inter-slice resource management for 5G radio access network using markov decision process","publication_year":2022,"publication_date":"2022-01-24","ids":{"openalex":"https://openalex.org/W4206912070","doi":"https://doi.org/10.1007/s11235-021-00877-9"},"language":"en","primary_location":{"id":"doi:10.1007/s11235-021-00877-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11235-021-00877-9","pdf_url":null,"source":{"id":"https://openalex.org/S145894672","display_name":"Telecommunication Systems","issn_l":"1018-4864","issn":["1018-4864","1572-9451"],"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":"Telecommunication Systems","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/A5080519937","display_name":"Tariq Mumtaz","orcid":"https://orcid.org/0000-0003-4502-8851"},"institutions":[{"id":"https://openalex.org/I151746803","display_name":"NED University of Engineering and Technology","ror":"https://ror.org/05db8zr24","country_code":"PK","type":"education","lineage":["https://openalex.org/I151746803"]},{"id":"https://openalex.org/I4210133438","display_name":"Habib University","ror":"https://ror.org/030p2g996","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210133438"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Tariq Mumtaz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Habib University, Karachi, Pakistan","Department of Electronics Engineering, NED University, Karachi, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-4502-8851","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Habib University, Karachi, Pakistan","institution_ids":["https://openalex.org/I4210133438"]},{"raw_affiliation_string":"Department of Electronics Engineering, NED University, Karachi, Pakistan","institution_ids":["https://openalex.org/I151746803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046127152","display_name":"Shahabuddin Muhammad","orcid":"https://orcid.org/0000-0001-6253-0873"},"institutions":[{"id":"https://openalex.org/I138564716","display_name":"Prince Mohammad bin Fahd University","ror":"https://ror.org/03d64na34","country_code":"SA","type":"education","lineage":["https://openalex.org/I138564716"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Shahabuddin Muhammad","raw_affiliation_strings":["Department of Computer Science, Prince Mohammad Bin Fahd University, Al-Khobar, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Prince Mohammad Bin Fahd University, Al-Khobar, Saudi Arabia","institution_ids":["https://openalex.org/I138564716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007514431","display_name":"Muhammad Imran Aslam","orcid":"https://orcid.org/0000-0002-7873-8342"},"institutions":[{"id":"https://openalex.org/I151746803","display_name":"NED University of Engineering and Technology","ror":"https://ror.org/05db8zr24","country_code":"PK","type":"education","lineage":["https://openalex.org/I151746803"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Imran Aslam","raw_affiliation_strings":["Department of Electronics Engineering, NED University of Engineering and Technology, Karachi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics Engineering, NED University of Engineering and Technology, Karachi, Pakistan","institution_ids":["https://openalex.org/I151746803"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068429457","display_name":"Irfan Ahmed","orcid":"https://orcid.org/0000-0003-3629-5034"},"institutions":[{"id":"https://openalex.org/I151746803","display_name":"NED University of Engineering and Technology","ror":"https://ror.org/05db8zr24","country_code":"PK","type":"education","lineage":["https://openalex.org/I151746803"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Irfan Ahmed","raw_affiliation_strings":["Department of Physics, NED University of Engineering and Technology, Karachi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, NED University of Engineering and Technology, Karachi, Pakistan","institution_ids":["https://openalex.org/I151746803"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5080519937"],"corresponding_institution_ids":["https://openalex.org/I151746803","https://openalex.org/I4210133438"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":2.281,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88091558,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"79","issue":"4","first_page":"541","last_page":"557"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998000264167786,"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":0.9998000264167786,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9970999956130981,"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":0.8795905709266663},{"id":"https://openalex.org/keywords/radio-resource-management","display_name":"Radio resource management","score":0.6709549427032471},{"id":"https://openalex.org/keywords/radio-access-network","display_name":"Radio access network","score":0.6506159901618958},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.639369785785675},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5034529566764832},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4715214967727661},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.43426191806793213},{"id":"https://openalex.org/keywords/radio-access-technology","display_name":"Radio access technology","score":0.4302745461463928},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.42211028933525085},{"id":"https://openalex.org/keywords/access-network","display_name":"Access network","score":0.41949978470802307},{"id":"https://openalex.org/keywords/core-network","display_name":"Core network","score":0.4136110842227936},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3856692910194397},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3686569333076477},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.3146260976791382},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.24605342745780945},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1855495274066925},{"id":"https://openalex.org/keywords/user-equipment","display_name":"User equipment","score":0.11985287070274353}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8795905709266663},{"id":"https://openalex.org/C182448111","wikidata":"https://www.wikidata.org/wiki/Q7281197","display_name":"Radio resource management","level":4,"score":0.6709549427032471},{"id":"https://openalex.org/C106365562","wikidata":"https://www.wikidata.org/wiki/Q3078360","display_name":"Radio access network","level":4,"score":0.6506159901618958},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.639369785785675},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5034529566764832},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4715214967727661},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.43426191806793213},{"id":"https://openalex.org/C2780137118","wikidata":"https://www.wikidata.org/wiki/Q17121585","display_name":"Radio access technology","level":4,"score":0.4302745461463928},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.42211028933525085},{"id":"https://openalex.org/C62793504","wikidata":"https://www.wikidata.org/wiki/Q228327","display_name":"Access network","level":2,"score":0.41949978470802307},{"id":"https://openalex.org/C5038329","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Core network","level":2,"score":0.4136110842227936},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3856692910194397},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3686569333076477},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3146260976791382},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.24605342745780945},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1855495274066925},{"id":"https://openalex.org/C2781327853","wikidata":"https://www.wikidata.org/wiki/Q3552547","display_name":"User equipment","level":3,"score":0.11985287070274353},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C207029474","wikidata":"https://www.wikidata.org/wiki/Q384018","display_name":"Mobile station","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11235-021-00877-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11235-021-00877-9","pdf_url":null,"source":{"id":"https://openalex.org/S145894672","display_name":"Telecommunication Systems","issn_l":"1018-4864","issn":["1018-4864","1572-9451"],"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":"Telecommunication Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:telsys:v:79:y:2022:i:4:d:10.1007_s11235-021-00877-9","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11235-021-00877-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W16586245","https://openalex.org/W1862398452","https://openalex.org/W1914285235","https://openalex.org/W1984114931","https://openalex.org/W1990023680","https://openalex.org/W1991056455","https://openalex.org/W2024445160","https://openalex.org/W2052190282","https://openalex.org/W2104074482","https://openalex.org/W2527970598","https://openalex.org/W2574839477","https://openalex.org/W2585468814","https://openalex.org/W2597003067","https://openalex.org/W2783072796","https://openalex.org/W2783156804","https://openalex.org/W2787650301","https://openalex.org/W2792054443","https://openalex.org/W2850487981","https://openalex.org/W2907804660","https://openalex.org/W2913405838","https://openalex.org/W2963096242","https://openalex.org/W2963720901","https://openalex.org/W2972745796","https://openalex.org/W2989178978","https://openalex.org/W2990508785","https://openalex.org/W2999315601","https://openalex.org/W3005188651","https://openalex.org/W3006737624","https://openalex.org/W3007633271","https://openalex.org/W3008478511","https://openalex.org/W3023576515","https://openalex.org/W3096792663","https://openalex.org/W3103659406","https://openalex.org/W3104192028","https://openalex.org/W3134502172","https://openalex.org/W3165554383","https://openalex.org/W3187401786"],"related_works":["https://openalex.org/W2043671591","https://openalex.org/W2001565360","https://openalex.org/W2047638222","https://openalex.org/W2132912146","https://openalex.org/W2082168824","https://openalex.org/W3177617945","https://openalex.org/W2808896220","https://openalex.org/W3198484316","https://openalex.org/W2105746893","https://openalex.org/W4206912070"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6}],"updated_date":"2026-06-03T09:05:47.796612","created_date":"2025-10-10T00:00:00"}
