{"id":"https://openalex.org/W3136647940","doi":"https://doi.org/10.1109/bmsb49480.2020.9379787","title":"DRL-Driven Service Routing in Software-defined IP+Optical Smart Grid Communication Networks","display_name":"DRL-Driven Service Routing in Software-defined IP+Optical Smart Grid Communication Networks","publication_year":2020,"publication_date":"2020-10-27","ids":{"openalex":"https://openalex.org/W3136647940","doi":"https://doi.org/10.1109/bmsb49480.2020.9379787","mag":"3136647940"},"language":"en","primary_location":{"id":"doi:10.1109/bmsb49480.2020.9379787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb49480.2020.9379787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","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/A5081899382","display_name":"Haiyang Wu","orcid":"https://orcid.org/0000-0001-7314-7618"},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyang Wu","raw_affiliation_strings":["Communication branch, State Grid Jiangsu Electric Power CO., LTD.,Jiangsu,China","Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication branch, State Grid Jiangsu Electric Power CO., LTD.,Jiangsu,China","institution_ids":["https://openalex.org/I4210126065"]},{"raw_affiliation_string":"Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022393608","display_name":"Shichang Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shichang Ding","raw_affiliation_strings":["Communication branch, State Grid Jiangsu Electric Power CO., LTD.,Jiangsu,China","Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication branch, State Grid Jiangsu Electric Power CO., LTD.,Jiangsu,China","institution_ids":["https://openalex.org/I4210126065"]},{"raw_affiliation_string":"Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046017342","display_name":"Yong Dai","orcid":"https://orcid.org/0000-0002-3041-5851"},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Dai","raw_affiliation_strings":["Communication branch, State Grid Jiangsu Electric Power CO., LTD.,Jiangsu,China","Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication branch, State Grid Jiangsu Electric Power CO., LTD.,Jiangsu,China","institution_ids":["https://openalex.org/I4210126065"]},{"raw_affiliation_string":"Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101984752","display_name":"Xu Yong","orcid":"https://orcid.org/0000-0001-7260-1743"},"institutions":[{"id":"https://openalex.org/I4210126065","display_name":"Shanghai Electric (China)","ror":"https://ror.org/0314qy595","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210126065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Xu","raw_affiliation_strings":["Communication branch, State Grid Jiangsu Electric Power CO., LTD.,Jiangsu,China","Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication branch, State Grid Jiangsu Electric Power CO., LTD.,Jiangsu,China","institution_ids":["https://openalex.org/I4210126065"]},{"raw_affiliation_string":"Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064324645","display_name":"Qingliu Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087641","display_name":"Beijing VDJBio (China)","ror":"https://ror.org/001gbdr73","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingliu Ma","raw_affiliation_strings":["BEIJING VECTINFO TECHNOLOGIES CO., LTD.,Beijing,China","Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China","BEIJING VECTINFO TECHNOLOGIES CO., LTD., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BEIJING VECTINFO TECHNOLOGIES CO., LTD.,Beijing,China","institution_ids":["https://openalex.org/I4210087641"]},{"raw_affiliation_string":"Communication branch, State Grid Jiangsu Electric Power CO., LTD., Jiangsu, China","institution_ids":[]},{"raw_affiliation_string":"BEIJING VECTINFO TECHNOLOGIES CO., LTD., Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049088847","display_name":"Peng Lin","orcid":"https://orcid.org/0000-0002-0679-8063"},"institutions":[{"id":"https://openalex.org/I4210087641","display_name":"Beijing VDJBio (China)","ror":"https://ror.org/001gbdr73","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Lin","raw_affiliation_strings":["BEIJING VECTINFO TECHNOLOGIES CO., LTD.,Beijing,China","BEIJING VECTINFO TECHNOLOGIES CO., LTD., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"BEIJING VECTINFO TECHNOLOGIES CO., LTD.,Beijing,China","institution_ids":["https://openalex.org/I4210087641"]},{"raw_affiliation_string":"BEIJING VECTINFO TECHNOLOGIES CO., LTD., Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9998999834060669,"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":0.9998999834060669,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9994000196456909,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9993000030517578,"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":0.8221623301506042},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.7309390902519226},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4879595637321472},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46771612763404846},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.43687379360198975},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.4278411567211151},{"id":"https://openalex.org/keywords/ip-forwarding","display_name":"IP forwarding","score":0.42644965648651123},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.42252302169799805},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.41585415601730347},{"id":"https://openalex.org/keywords/static-routing","display_name":"Static routing","score":0.29596662521362305},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.2809291481971741},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12727057933807373}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8221623301506042},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.7309390902519226},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4879595637321472},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46771612763404846},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.43687379360198975},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.4278411567211151},{"id":"https://openalex.org/C174809319","wikidata":"https://www.wikidata.org/wiki/Q5973191","display_name":"IP forwarding","level":5,"score":0.42644965648651123},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.42252302169799805},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.41585415601730347},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.29596662521362305},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.2809291481971741},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12727057933807373},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bmsb49480.2020.9379787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb49480.2020.9379787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320336329","display_name":"State Grid Jiangsu Electric Power","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1986290692","https://openalex.org/W2529071426","https://openalex.org/W2786773899","https://openalex.org/W2921547368","https://openalex.org/W3045625501"],"related_works":["https://openalex.org/W2751256511","https://openalex.org/W1597785538","https://openalex.org/W2382521298","https://openalex.org/W2491804929","https://openalex.org/W2365075862","https://openalex.org/W2317225295","https://openalex.org/W2484643928","https://openalex.org/W2005920118","https://openalex.org/W2365978006","https://openalex.org/W4387219249"],"abstract_inverted_index":{"The":[0,99],"rapid":[1],"rise":[2],"of":[3,20,45,48,112,115,135],"Multimedia":[4],"Broadband":[5],"Services(MBS)":[6],"makes":[7],"the":[8,18,39,49,97,113,123,132],"network":[9,26,50,75,124],"traffic":[10],"grow":[11],"rapidly,":[12],"which":[13,126],"brings":[14],"great":[15],"challenges":[16],"to":[17,35,95],"construction":[19],"smart":[21,138],"grid.":[22],"IP":[23,116],"+":[24,117],"optical":[25,118],"architecture":[27],"based":[28],"on":[29],"SDN":[30],"is":[31,93],"an":[32],"effective":[33],"solution":[34],"this":[36,57,81,104],"problem.":[37],"However,":[38],"coordination":[40],"ability":[41],"and":[42,77],"resource":[43],"utilization":[44],"each":[46],"layer":[47],"are":[51],"often":[52],"low.":[53],"Therefore,":[54],"for":[55,131],"MBS,":[56],"paper":[58,82],"proposes":[59],"a":[60,83,128],"DRL-Driven":[61],"Service":[62],"Routing":[63],"method":[64,105,134],"in":[65,137],"Software-defined":[66],"IP+Optical":[67],"Smart":[68],"Grid":[69],"Communication":[70],"Networks.":[71],"Aiming":[72],"at":[73],"delay,":[74],"risk":[76],"primary/alternate":[78],"routes":[79,85],"similarity,":[80],"reasonable":[84],"allocation":[86],"model.":[87,98],"Then,":[88],"deep":[89],"reinforcement":[90],"learning":[91],"algorithm":[92],"used":[94],"solve":[96],"simulation":[100],"results":[101],"show":[102],"that":[103],"can":[106],"not":[107],"only":[108],"make":[109],"full":[110],"use":[111],"resources":[114],"networks,":[119],"but":[120],"also":[121],"reduce":[122],"risk,":[125],"provides":[127],"theoretical":[129],"guidance":[130],"routing":[133],"MBS":[136],"grid":[139],"communication":[140],"network.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}