{"id":"https://openalex.org/W3163051837","doi":"https://doi.org/10.1109/icc42927.2021.9500837","title":"SAMUS: Slice-Aware Machine Learning-based Ultra-Reliable Scheduling","display_name":"SAMUS: Slice-Aware Machine Learning-based Ultra-Reliable Scheduling","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3163051837","doi":"https://doi.org/10.1109/icc42927.2021.9500837","mag":"3163051837"},"language":"en","primary_location":{"id":"doi:10.1109/icc42927.2021.9500837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","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/A5009799273","display_name":"Caner Bektas","orcid":null},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Caner Bektas","raw_affiliation_strings":["Communication Networks Institute, TU Dortmund University, Dortmund"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Networks Institute, TU Dortmund University, Dortmund","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018187728","display_name":"Dennis Overbeck","orcid":null},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dennis Overbeck","raw_affiliation_strings":["Communication Networks Institute, TU Dortmund University, Dortmund"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Networks Institute, TU Dortmund University, Dortmund","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048759517","display_name":"Christian Wietfeld","orcid":"https://orcid.org/0000-0001-7653-2589"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Wietfeld","raw_affiliation_strings":["Communication Networks Institute, TU Dortmund University, Dortmund"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Networks Institute, TU Dortmund University, Dortmund","institution_ids":["https://openalex.org/I200332995"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200332995"],"apc_list":null,"apc_paid":null,"fwci":4.8834,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.96602629,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9921000003814697,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7893099784851074},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6561198234558105},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6358908414840698},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5726084113121033},{"id":"https://openalex.org/keywords/mobile-broadband","display_name":"Mobile broadband","score":0.5550292134284973},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.5485936403274536},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5097007751464844},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.43747520446777344},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3860505223274231},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.20520925521850586},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12451955676078796},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11929112672805786},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10947638750076294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7893099784851074},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6561198234558105},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6358908414840698},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5726084113121033},{"id":"https://openalex.org/C78834623","wikidata":"https://www.wikidata.org/wiki/Q640394","display_name":"Mobile broadband","level":3,"score":0.5550292134284973},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.5485936403274536},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5097007751464844},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.43747520446777344},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3860505223274231},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.20520925521850586},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12451955676078796},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11929112672805786},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10947638750076294},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc42927.2021.9500837","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500837","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322835","display_name":"Ministry of Economic Affairs","ror":"https://ror.org/042ge0913"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2891171329","https://openalex.org/W2907546937","https://openalex.org/W2920384822","https://openalex.org/W2962855623","https://openalex.org/W2968373321","https://openalex.org/W3012097754","https://openalex.org/W3012486816","https://openalex.org/W3094607875"],"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/W2757557385","https://openalex.org/W2986629030","https://openalex.org/W188224805","https://openalex.org/W2497162478","https://openalex.org/W2968737745"],"abstract_inverted_index":{"Multiple":[0],"service":[1],"types":[2],"such":[3],"as":[4],"Ultra-Reliable":[5],"Low":[6],"Latency":[7],"Communication":[8],"(uRLLC)":[9],"and":[10,65,112,130,150,155],"Enhanced":[11],"Mobile":[12],"Broadband":[13],"(eMBB)":[14],"are":[15,58,115],"envisioned":[16],"to":[17,98,117],"be":[18],"incorporated":[19],"into":[20],"the":[21,69,74,82],"next":[22],"generation":[23],"mobile":[24],"communication":[25,33],"standard":[26],"5G":[27,140],"based":[28,135],"on":[29,81,136],"a":[30,51,120,137],"single":[31],"physical":[32],"network.":[34],"To":[35],"unite":[36],"these":[37],"services":[38],"with":[39],"partly":[40],"contradicting":[41],"Quality":[42],"of":[43,77],"Service":[44],"(QoS)":[45],"requirements,":[46],"Network":[47],"Slicing":[48],"is":[49,85,128],"considered":[50],"key":[52],"technology.":[53],"uRLLC":[54,154],"slices":[55],"in":[56,68,87,132,153],"particular":[57],"highly":[59],"demanding,":[60],"requiring":[61],"extremely":[62],"high":[63],"reliability":[64],"low":[66],"latency":[67,75,84,148],"single-digit":[70],"milliseconds":[71],"range.":[72],"Consequentially,":[73],"impact":[76],"radio":[78,105,124,141],"resource":[79,125,142],"management":[80],"end-to-end":[83],"optimized":[86],"this":[88,133],"work":[89,134],"by":[90,103],"using":[91],"so-called":[92],"Configured":[93],"Grants":[94],"(CGs),":[95],"which":[96],"aim":[97],"minimize":[99],"latency-intensive":[100],"scheduling":[101],"requests":[102],"pre-allocating":[104],"resources.":[106],"As":[107],"predicting":[108],"future":[109],"traffic":[110],"demands":[111],"channel":[113],"conditions":[114],"required":[116],"use":[118],"CGs,":[119],"data-driven":[121],"machine":[122],"learning-based":[123],"scheduler":[126],"prototype":[127],"introduced":[129],"evaluated":[131],"specifically":[138],"developed":[139],"simulator.":[143],"The":[144],"results":[145],"show":[146],"promising":[147],"optimizations":[149],"possible":[151],"trade-offs":[152],"eMBB":[156],"coexistence.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
