{"id":"https://openalex.org/W4285230687","doi":"https://doi.org/10.1109/tnsm.2022.3183500","title":"Artificial Neural Network-Aided Multiclass Service Provisioning and Prioritization in EONs","display_name":"Artificial Neural Network-Aided Multiclass Service Provisioning and Prioritization in EONs","publication_year":2022,"publication_date":"2022-06-15","ids":{"openalex":"https://openalex.org/W4285230687","doi":"https://doi.org/10.1109/tnsm.2022.3183500"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2022.3183500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3183500","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 and Service Management","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":"https://openalex.org/A5060456603","display_name":"Shayan Hajipour","orcid":"https://orcid.org/0000-0001-8821-7594"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Shayan Hajipour","raw_affiliation_strings":["Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083184610","display_name":"Mehdi Habibi","orcid":"https://orcid.org/0000-0002-4033-6671"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mehdi Habibi","raw_affiliation_strings":["Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049608574","display_name":"Hamzeh Beyranvand","orcid":"https://orcid.org/0000-0001-7013-5865"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hamzeh Beyranvand","raw_affiliation_strings":["Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060456603"],"corresponding_institution_ids":["https://openalex.org/I158248296"],"apc_list":null,"apc_paid":null,"fwci":0.4574,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60078318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"19","issue":"4","first_page":"4566","last_page":"4582"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":1.0,"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/T10232","display_name":"Optical Network Technologies","score":0.9998999834060669,"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":0.8451213836669922},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.8004252314567566},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6317902207374573},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5832325220108032},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.547222375869751},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.545203447341919},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5177152156829834},{"id":"https://openalex.org/keywords/prioritization","display_name":"Prioritization","score":0.4747995436191559},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.46237704157829285},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.44703567028045654},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.4425416886806488},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4358818233013153},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3859924077987671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3647139072418213},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16967526078224182}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8451213836669922},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.8004252314567566},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6317902207374573},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5832325220108032},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.547222375869751},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.545203447341919},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5177152156829834},{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.4747995436191559},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.46237704157829285},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.44703567028045654},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.4425416886806488},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4358818233013153},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3859924077987671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3647139072418213},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16967526078224182},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2022.3183500","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2022.3183500","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1539423654","https://openalex.org/W1992433035","https://openalex.org/W1999631531","https://openalex.org/W2002347265","https://openalex.org/W2011282943","https://openalex.org/W2026276793","https://openalex.org/W2058549831","https://openalex.org/W2140893854","https://openalex.org/W2142566806","https://openalex.org/W2219558190","https://openalex.org/W2257979135","https://openalex.org/W2501265106","https://openalex.org/W2526546268","https://openalex.org/W2567573007","https://openalex.org/W2587687693","https://openalex.org/W2594476182","https://openalex.org/W2739660567","https://openalex.org/W2792643794","https://openalex.org/W2885792477","https://openalex.org/W2901231837","https://openalex.org/W2912267671","https://openalex.org/W2914636805","https://openalex.org/W2920611412","https://openalex.org/W2922830331","https://openalex.org/W2931259505","https://openalex.org/W2949186411","https://openalex.org/W2951309479","https://openalex.org/W2951917443","https://openalex.org/W2963222872","https://openalex.org/W2965100509","https://openalex.org/W2980800034","https://openalex.org/W3024370646","https://openalex.org/W3036538029","https://openalex.org/W3082229858","https://openalex.org/W3124113690","https://openalex.org/W3128861740","https://openalex.org/W3129824374","https://openalex.org/W3131831276","https://openalex.org/W3135044051","https://openalex.org/W3139049566","https://openalex.org/W3174852697","https://openalex.org/W3199437712","https://openalex.org/W4200170968","https://openalex.org/W4230340447","https://openalex.org/W6631190155","https://openalex.org/W6643326894","https://openalex.org/W6749029207"],"related_works":["https://openalex.org/W1939996075","https://openalex.org/W3181553685","https://openalex.org/W2534224494","https://openalex.org/W2102496746","https://openalex.org/W2035428304","https://openalex.org/W2118113972","https://openalex.org/W2360147445","https://openalex.org/W2003799830","https://openalex.org/W2923452570","https://openalex.org/W206598027"],"abstract_inverted_index":{"With":[0],"the":[1,55,90,105,123,142,148,153],"emergence":[2],"of":[3,92,125,144,155,161],"various":[4],"applications":[5],"with":[6,100],"diverse":[7],"transmission":[8,93],"requirements,":[9],"optical":[10,27],"networks":[11,28],"must":[12],"support":[13],"multiclass":[14,23],"service":[15,56],"provisioning":[16,87],"and":[17,64,74,107,138],"prioritization.":[18],"This":[19],"paper":[20],"studies":[21],"serving":[22],"requests":[24],"in":[25,158],"elastic":[26],"by":[29,39,88],"defining":[30],"appropriate":[31],"controlling":[32],"parameters":[33],"(CPs),":[34],"which":[35],"can":[36,47],"be":[37,48],"learned":[38],"an":[40],"artificial":[41],"neural":[42],"network":[43,149],"(ANN).":[44],"These":[45],"CPs":[46,102],"tuned":[49],"to":[50,54,71,84,103,121,140,164],"allocate":[51],"resources":[52,163],"according":[53],"class":[57],"priorities.":[58],"We":[59],"propose":[60],"two":[61],"routing,":[62],"modulation,":[63],"spectrum":[65],"assignment":[66],"(RMSA)":[67],"mechanisms":[68],"working":[69],"together":[70],"establish":[72],"data":[73],"flow-oriented":[75],"connections.":[76],"Two":[77],"physical":[78],"layer":[79],"impairment":[80],"methods":[81,97],"are":[82,98,136],"leveraged":[83],"realize":[85],"connection":[86],"considering":[89],"quality":[91],"limitations.":[94],"The":[95],"RMSA":[96],"equipped":[99],"four":[101],"handle":[104],"time":[106],"frequency":[108],"resource":[109],"consumption":[110],"competition":[111],"between":[112],"request":[113,130,166],"classes.":[114],"An":[115],"ANN-based":[116],"regression":[117],"model":[118],"is":[119],"used":[120],"determine":[122],"value":[124],"each":[126,145,165],"CP":[127,146],"for":[128],"preset":[129],"classes\u2019":[131],"blocking":[132],"ratios.":[133],"Exhaustive":[134],"simulations":[135],"performed":[137],"analyzed":[139],"scrutinize":[141],"impact":[143],"on":[147],"status.":[150],"Simulations":[151],"reveal":[152],"effectiveness":[154],"ANN":[156],"decision-making":[157],"policy":[159],"imposition":[160],"allocating":[162],"class.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}