{"id":"https://openalex.org/W4404371478","doi":"https://doi.org/10.1109/tnse.2024.3496438","title":"Distributed On-Demand Routing Algorithm With Graph Representation Learning for Industrial IoT","display_name":"Distributed On-Demand Routing Algorithm With Graph Representation Learning for Industrial IoT","publication_year":2024,"publication_date":"2024-11-14","ids":{"openalex":"https://openalex.org/W4404371478","doi":"https://doi.org/10.1109/tnse.2024.3496438"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2024.3496438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3496438","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","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":null,"display_name":"Bin Dai","orcid":"https://orcid.org/0000-0003-2898-2811"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Dai","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-2898-2811","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078004944","display_name":"Hetao Li","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hetao Li","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102800569","display_name":"Wenrui Huang","orcid":"https://orcid.org/0000-0002-9837-1525"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenrui Huang","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":5.2832,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95238296,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":"1","first_page":"332","last_page":"343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.8626000285148621,"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":0.8626000285148621,"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"}},{"id":"https://openalex.org/T13535","display_name":"Wireless Sensor Networks and IoT","score":0.7505000233650208,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.7135779857635498},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5120370984077454},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4841090440750122},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.472471684217453},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4574313759803772},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.41481202840805054},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.40741997957229614},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3546578884124756},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20073619484901428},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.0804949700832367}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7135779857635498},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5120370984077454},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4841090440750122},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.472471684217453},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4574313759803772},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.41481202840805054},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40741997957229614},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3546578884124756},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20073619484901428},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0804949700832367},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2024.3496438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3496438","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1966100307","https://openalex.org/W2026662445","https://openalex.org/W2512877821","https://openalex.org/W2768254111","https://openalex.org/W2785208313","https://openalex.org/W2893647509","https://openalex.org/W2905658145","https://openalex.org/W2954607187","https://openalex.org/W2960532465","https://openalex.org/W2963549123","https://openalex.org/W2976585653","https://openalex.org/W2980060569","https://openalex.org/W2999848060","https://openalex.org/W3006432778","https://openalex.org/W3017949487","https://openalex.org/W3048895628","https://openalex.org/W3122078839","https://openalex.org/W3137322982","https://openalex.org/W3155224216","https://openalex.org/W3197818567","https://openalex.org/W3204124166","https://openalex.org/W3213889621","https://openalex.org/W4214927117","https://openalex.org/W4226052399","https://openalex.org/W4312849531","https://openalex.org/W4320015763","https://openalex.org/W4380451036","https://openalex.org/W4399039119","https://openalex.org/W4400016736","https://openalex.org/W4400682008","https://openalex.org/W6683204974","https://openalex.org/W6738964360","https://openalex.org/W6741002519","https://openalex.org/W6744749404","https://openalex.org/W6796856271","https://openalex.org/W6800135880"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4238100021"],"abstract_inverted_index":{"Emerging":[0],"industrial":[1],"Internet-of-Things":[2],"(IoT)":[3],"applications":[4],"demand":[5],"diverse":[6],"and":[7,25,74,100],"critical":[8],"Quality":[9],"of":[10,67],"Service":[11],"(QoS).":[12],"Deep":[13],"reinforcement":[14],"learning":[15,48,70],"(DRL)-based":[16],"routing":[17,42,54,64,76,91],"approaches":[18],"offer":[19],"promise":[20],"but":[21],"struggle":[22],"with":[23,30],"scalability":[24],"convergence,":[26],"particularly":[27,97],"when":[28],"dealing":[29],"graph-based":[31],"network":[32],"information.":[33],"To":[34],"tackle":[35],"the":[36,52],"challenge,":[37],"we":[38],"propose":[39],"a":[40,57,94],"distributed":[41,58,95],"model":[43],"that":[44],"leverages":[45],"graph":[46,68],"representation":[47,69],"(GRL)":[49],"to":[50,78],"learn":[51],"optimal":[53],"decision":[55],"in":[56,93,98],"manner.":[59],"We":[60],"further":[61],"present":[62],"on-demand":[63],"algorithms":[65,92],"composed":[66],"(GRL)-based":[71],"feature":[72],"engineering":[73],"DRL-based":[75,90],"decision-making":[77],"meet":[79],"differential":[80],"QoS":[81],"requirements.":[82],"Experimental":[83],"results":[84],"demonstrate":[85],"our":[86],"approach":[87],"outperforms":[88],"state-of-the-art":[89],"manner,":[96],"large-scale":[99],"heavy-load":[101],"networks.":[102]},"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}