{"id":"https://openalex.org/W4409262907","doi":"https://doi.org/10.1109/icct62411.2024.10946402","title":"Multi-Temporal Resource Slicing and Scheduling Algorithm for 6G Networks Based on MPNN-DQN","display_name":"Multi-Temporal Resource Slicing and Scheduling Algorithm for 6G Networks Based on MPNN-DQN","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4409262907","doi":"https://doi.org/10.1109/icct62411.2024.10946402"},"language":"en","primary_location":{"id":"doi:10.1109/icct62411.2024.10946402","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946402","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","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/A5100365564","display_name":"Yifei Wang","orcid":"https://orcid.org/0009-0003-1126-1628"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"YiFei Wang","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications,Nanjing,China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100618804","display_name":"Xiaorong Zhu","orcid":"https://orcid.org/0000-0002-1521-8059"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"XiaoRong Zhu","raw_affiliation_strings":["Nanjing University of Posts and Telecommunications,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Posts and Telecommunications,Nanjing,China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100365564"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":2.0148,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.90913197,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"286","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9381999969482422,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9381999969482422,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8288213014602661},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.7956032156944275},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5239360928535461},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45973196625709534},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37504148483276367},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.27584847807884216},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08729091286659241},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.045762091875076294}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8288213014602661},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.7956032156944275},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5239360928535461},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45973196625709534},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37504148483276367},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.27584847807884216},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08729091286659241},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.045762091875076294}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icct62411.2024.10946402","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icct62411.2024.10946402","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 24th International Conference on Communication Technology (ICCT)","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":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","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"],"abstract_inverted_index":{"This":[0,59],"paper":[1],"proposes":[2],"a":[3,40],"dynamic":[4],"network":[5,32,71],"slicing":[6],"and":[7,20,34,65,74,116],"resource":[8,57,67,72,86,111],"scheduling":[9],"algorithm":[10,25,105],"for":[11],"6G":[12],"networks,":[13],"combining":[14],"Message":[15],"Passing":[16],"Neural":[17],"Networks":[18],"(MPNN)":[19],"Deep":[21],"Q-Learning":[22],"(DQN).":[23],"The":[24],"uses":[26],"MPNN":[27],"to":[28,83],"extract":[29],"features":[30],"from":[31],"nodes":[33],"links,":[35],"updating":[36],"their":[37],"states":[38],"through":[39],"message-passing":[41],"mechanism.":[42],"DQN":[43],"then":[44],"predicts":[45],"the":[46,80,104],"Q-value":[47],"of":[48],"each":[49],"action":[50],"based":[51],"on":[52,97],"these":[53],"features,":[54],"enabling":[55],"fine-grained":[56],"allocation.":[58],"approach":[60],"dynamically":[61],"adjusts":[62],"both":[63],"intra-slice":[64],"inter-slice":[66],"allocations,":[68],"significantly":[69,106],"enhancing":[70],"utilization":[73],"service":[75,95,117],"quality.":[76,118],"Extensive":[77],"simulations":[78],"demonstrate":[79],"algorithm's":[81],"ability":[82],"maintain":[84],"stable":[85],"allocation":[87],"over":[88],"longer":[89],"time":[90,99],"scales":[91],"while":[92],"improving":[93],"real-time":[94],"performance":[96],"shorter":[98],"scales.":[100],"Results":[101],"indicate":[102],"that":[103],"outperforms":[107],"existing":[108],"methods":[109],"in":[110],"utilization,":[112],"task":[113],"completion":[114],"rate,":[115]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-25T23:00:34.991745","created_date":"2025-10-10T00:00:00"}
