{"id":"https://openalex.org/W2974530367","doi":"https://doi.org/10.1109/icton.2019.8840363","title":"Data Analytics for Improving Performance of Spectrally-Spatially Flexible Optical Networks","display_name":"Data Analytics for Improving Performance of Spectrally-Spatially Flexible Optical Networks","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2974530367","doi":"https://doi.org/10.1109/icton.2019.8840363","mag":"2974530367"},"language":"en","primary_location":{"id":"doi:10.1109/icton.2019.8840363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2019.8840363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Transparent Optical Networks (ICTON)","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/A5027153286","display_name":"Krzysztof Walkowiak","orcid":"https://orcid.org/0000-0003-1686-3110"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krzysztof Walkowiak","raw_affiliation_strings":["Department of Systems and Computer Networks, Wroclaw University of Science and Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Networks, Wroclaw University of Science and Technology, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012832181","display_name":"R\u00f3\u017ca Go\u015bcie\u0144","orcid":"https://orcid.org/0000-0003-4346-0763"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Roza Goscien","raw_affiliation_strings":["Department of Systems and Computer Networks, Wroclaw University of Science and Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Networks, Wroclaw University of Science and Technology, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048782314","display_name":"Piotr Lechowicz","orcid":"https://orcid.org/0000-0003-2555-5187"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Lechowicz","raw_affiliation_strings":["Department of Systems and Computer Networks, Wroclaw University of Science and Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Networks, Wroclaw University of Science and Technology, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083964809","display_name":"Adam W\u0142odarczyk","orcid":"https://orcid.org/0000-0001-6649-6318"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adam Wlodarczyk","raw_affiliation_strings":["Department of Systems and Computer Networks, Wroclaw University of Science and Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Networks, Wroclaw University of Science and Technology, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026706750","display_name":"Miros\u0142aw Klinkowski","orcid":"https://orcid.org/0000-0002-8375-2827"},"institutions":[{"id":"https://openalex.org/I4210125529","display_name":"National Institute of Telecommunications","ror":"https://ror.org/03053v606","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210125529"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Miroslaw Klinkowski","raw_affiliation_strings":["National Institute of Telecommunications, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications, Warsaw, Poland","institution_ids":["https://openalex.org/I4210125529"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027153286"],"corresponding_institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":0.1192,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46671083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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":0.9998000264167786,"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":0.9987000226974487,"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/provisioning","display_name":"Provisioning","score":0.8211387991905212},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.734850287437439},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7315008640289307},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6199581027030945},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.604347825050354},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.48880454897880554},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.445822149515152},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42080992460250854},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3235088586807251},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2504078149795532},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24916347861289978},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12014690041542053}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.8211387991905212},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.734850287437439},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7315008640289307},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6199581027030945},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.604347825050354},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.48880454897880554},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.445822149515152},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42080992460250854},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3235088586807251},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2504078149795532},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24916347861289978},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12014690041542053},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icton.2019.8840363","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2019.8840363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 21st International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2034048486","https://openalex.org/W2327214381","https://openalex.org/W2545085054","https://openalex.org/W2553043795","https://openalex.org/W2751559155","https://openalex.org/W2751993450","https://openalex.org/W2798019276","https://openalex.org/W6729206864"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W2017432143","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W1973694374","https://openalex.org/W1690653314","https://openalex.org/W2983574358","https://openalex.org/W2401723157"],"abstract_inverted_index":{"Optimization":[0],"of":[1,25,28,68,86,103],"lightpath":[2],"provisioning":[3,46],"in":[4,20,88],"a":[5,75],"spectrally-spatially":[6],"flexible":[7],"optical":[8,21],"network":[9],"(SS-FON)":[10],"is":[11],"challenging":[12],"due":[13],"to":[14,59,79,84,90,100],"many":[15],"difficult":[16],"constraints":[17],"that":[18,95],"exist":[19],"networks":[22],"and":[23,53,57,65,93],"because":[24],"limited":[26],"amounts":[27],"various":[29,81],"transmission":[30],"resources":[31],"(such":[32],"as":[33],"spectrum,":[34],"spatial":[35],"modes,":[36],"transceivers,":[37],"regeneration":[38],"points).":[39],"Previously":[40],"demonstrated":[41],"approaches":[42],"usually":[43],"apply":[44],"fixed":[45],"policies":[47],"(e.g.,":[48],"heuristics":[49],"for":[50],"routing,":[51],"space":[52],"spectrum":[54],"assignment":[55],"(RSSA))":[56],"fail":[58],"completely":[60],"address":[61],"the":[62],"characteristic":[63],"principle":[64],"dynamic":[66],"conditions":[67],"SS-FONs.":[69,104],"In":[70],"this":[71],"paper,":[72],"we":[73],"propose":[74],"data":[76,82],"analytics":[77],"approach":[78],"present":[80],"related":[83],"performance":[85],"SS-FONs":[87],"order":[89],"identify":[91],"trends":[92],"dependencies":[94],"can":[96],"be":[97],"next":[98],"applied":[99],"improve":[101],"optimization":[102]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
