{"id":"https://openalex.org/W4408326104","doi":"https://doi.org/10.1109/globecom52923.2024.10901540","title":"Two-Stage Resource Scheduling for Deterministic Communication and Computation Integration","display_name":"Two-Stage Resource Scheduling for Deterministic Communication and Computation Integration","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4408326104","doi":"https://doi.org/10.1109/globecom52923.2024.10901540"},"language":"en","primary_location":{"id":"doi:10.1109/globecom52923.2024.10901540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","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/A5101707934","display_name":"Weiting Zhang","orcid":"https://orcid.org/0000-0002-7473-2234"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiting Zhang","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102089230","display_name":"Nian Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nian Tang","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380072","display_name":"Chuan Zhang","orcid":"https://orcid.org/0000-0001-7684-8540"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Zhang","raw_affiliation_strings":["Beijing Institute of Technology,School of Cyberspace Science and Technology,Beijing,China,100081"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology,School of Cyberspace Science and Technology,Beijing,China,100081","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079076598","display_name":"Ruibin Guo","orcid":"https://orcid.org/0009-0002-9397-9854"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruibin Guo","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101899595","display_name":"Mingyan Li","orcid":"https://orcid.org/0000-0002-6239-4872"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyan Li","raw_affiliation_strings":["Chongqing University,College of Computer Science,Chongqing,China,400044"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chongqing University,College of Computer Science,Chongqing,China,400044","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030888658","display_name":"Chenhao Ying","orcid":"https://orcid.org/0000-0002-2152-3826"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhao Ying","raw_affiliation_strings":["Shanghai Jiao Tong University,Department of Computer Science,Shanghai,China,200030"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University,Department of Computer Science,Shanghai,China,200030","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019598467","display_name":"Jian Gang Jin","orcid":"https://orcid.org/0000-0002-8507-1435"},"institutions":[{"id":"https://openalex.org/I4210130112","display_name":"China Academy of Information and Communications Technology","ror":"https://ror.org/038dte259","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130112","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Jin","raw_affiliation_strings":["CAICT,Research Institute of Industrial Internet of Things,Beijing,China,100095"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CAICT,Research Institute of Industrial Internet of Things,Beijing,China,100095","institution_ids":["https://openalex.org/I4210130112"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4179","last_page":"4184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10933","display_name":"Real-Time Systems Scheduling","score":0.9433000087738037,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.9433000087738037,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9426000118255615,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9265000224113464,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7545689940452576},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.593712568283081},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5548353791236877},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.5324844717979431},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.518103301525116},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.3802185654640198},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3022671937942505},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1857922077178955},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1343000829219818},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10445687174797058}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7545689940452576},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.593712568283081},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5548353791236877},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.5324844717979431},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.518103301525116},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3802185654640198},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3022671937942505},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1857922077178955},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1343000829219818},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10445687174797058}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom52923.2024.10901540","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901540","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2905939940","https://openalex.org/W2916079228","https://openalex.org/W3083695346","https://openalex.org/W3110381504","https://openalex.org/W3205260830","https://openalex.org/W4206013528","https://openalex.org/W4210682566","https://openalex.org/W4229020161","https://openalex.org/W4323644407","https://openalex.org/W4385627407","https://openalex.org/W4387007246","https://openalex.org/W4391019797"],"related_works":["https://openalex.org/W2128410848","https://openalex.org/W2118368532","https://openalex.org/W2102390841","https://openalex.org/W3047653192","https://openalex.org/W2096289371","https://openalex.org/W2126232624","https://openalex.org/W2434525066","https://openalex.org/W3140149227","https://openalex.org/W2946406471","https://openalex.org/W2130555437"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,40,65],"investigate":[4],"a":[5,42,70,91,108,122],"resource":[6,31,44,52,74,82,93,104,137],"orchestration":[7,36,75,83,105],"and":[8,29,37,54,76,84,111,139],"transmission":[9,77,86,117],"scheduling":[10,38,45,55,94,118,140],"problem":[11,46,68],"for":[12],"data-intensive":[13],"services":[14],"with":[15,47,150],"diversified":[16,145],"service":[17,146],"requirements.":[18],"A":[19],"three-layer":[20],"collaborative":[21],"architecture":[22],"is":[23,96],"presented":[24],"to":[25,50],"support":[26],"dynamic":[27],"networking":[28],"computing":[30,89],"allocation.":[32],"To":[33,79],"obtain":[34],"optimal":[35],"policies,":[39],"formulate":[41],"constrained":[43],"the":[48,59,67,99,103,112,116,131],"objective":[49],"maximizing":[51],"utilization":[53,138],"success":[56,141],"ratio.":[57],"Since":[58],"complicated":[60],"coupled":[61],"constraints":[62],"among":[63],"decisions,":[64],"decouple":[66],"into":[69],"two-stage":[71,92],"sub-problems":[72],"of":[73,87],"scheduling.":[78],"realize":[80],"cross-domain":[81],"deterministic":[85],"large-scale":[88],"tasks,":[90],"scheme":[95],"proposed.":[97],"Specifically,":[98],"first":[100],"stage":[101,114],"makes":[102,115],"decision":[106,119],"by":[107],"greedy":[109],"algorithm,":[110],"second":[113],"based":[120],"on":[121],"deep":[123],"reinforcement":[124],"learning":[125],"algorithm.":[126],"Simulation":[127],"results":[128],"show":[129],"that":[130],"proposed":[132],"solution":[133],"can":[134],"effectively":[135],"improve":[136],"ratio":[142],"while":[143],"satisfying":[144],"requirements,":[147],"as":[148],"compared":[149],"benchmarks.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
