{"id":"https://openalex.org/W3046044540","doi":"https://doi.org/10.1109/icc40277.2020.9149338","title":"Cognitive Management and Control of Optical Networks in Dynamic Environments","display_name":"Cognitive Management and Control of Optical Networks in Dynamic Environments","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3046044540","doi":"https://doi.org/10.1109/icc40277.2020.9149338","mag":"3046044540"},"language":"en","primary_location":{"id":"doi:10.1109/icc40277.2020.9149338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/1721.1/131059","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017115643","display_name":"Anny Xijia Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anny Xijia Zheng","raw_affiliation_strings":["Claude E. Shannon Communication and Network Group, Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Claude E. Shannon Communication and Network Group, Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113569271","display_name":"Vincent W. S. Chan","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vincent W.S. Chan","raw_affiliation_strings":["Claude E. Shannon Communication and Network Group, Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA"],"affiliations":[{"raw_affiliation_string":"Claude E. Shannon Communication and Network Group, Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017115643"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":0.1039,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.4257189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10847","display_name":"Advanced Optical Network Technologies","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9991000294685364,"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":0.996999979019165,"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/traffic-generation-model","display_name":"Traffic generation model","score":0.763049840927124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7267126441001892},{"id":"https://openalex.org/keywords/network-traffic-simulation","display_name":"Network traffic simulation","score":0.6668418049812317},{"id":"https://openalex.org/keywords/network-traffic-control","display_name":"Network traffic control","score":0.6415236592292786},{"id":"https://openalex.org/keywords/traffic-equations","display_name":"Traffic equations","score":0.5812515616416931},{"id":"https://openalex.org/keywords/traffic-shaping","display_name":"Traffic shaping","score":0.5234757661819458},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.4764038622379303},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4734461009502411},{"id":"https://openalex.org/keywords/traffic-policing","display_name":"Traffic policing","score":0.4689604341983795},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4252031147480011},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.42269662022590637},{"id":"https://openalex.org/keywords/traffic-congestion-reconstruction-with-kerners-three-phase-theory","display_name":"Traffic congestion reconstruction with Kerner's three-phase theory","score":0.41446852684020996},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.30787110328674316},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.16856566071510315},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13441121578216553},{"id":"https://openalex.org/keywords/layered-queueing-network","display_name":"Layered queueing network","score":0.0961851179599762}],"concepts":[{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.763049840927124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7267126441001892},{"id":"https://openalex.org/C94168897","wikidata":"https://www.wikidata.org/wiki/Q574324","display_name":"Network traffic simulation","level":4,"score":0.6668418049812317},{"id":"https://openalex.org/C201100257","wikidata":"https://www.wikidata.org/wiki/Q393287","display_name":"Network traffic control","level":3,"score":0.6415236592292786},{"id":"https://openalex.org/C113804518","wikidata":"https://www.wikidata.org/wiki/Q17097358","display_name":"Traffic equations","level":4,"score":0.5812515616416931},{"id":"https://openalex.org/C46451311","wikidata":"https://www.wikidata.org/wiki/Q262550","display_name":"Traffic shaping","level":4,"score":0.5234757661819458},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.4764038622379303},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4734461009502411},{"id":"https://openalex.org/C12303254","wikidata":"https://www.wikidata.org/wiki/Q3536428","display_name":"Traffic policing","level":5,"score":0.4689604341983795},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4252031147480011},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.42269662022590637},{"id":"https://openalex.org/C25492975","wikidata":"https://www.wikidata.org/wiki/Q960570","display_name":"Traffic congestion reconstruction with Kerner's three-phase theory","level":3,"score":0.41446852684020996},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.30787110328674316},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.16856566071510315},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13441121578216553},{"id":"https://openalex.org/C33891772","wikidata":"https://www.wikidata.org/wiki/Q6505536","display_name":"Layered queueing network","level":3,"score":0.0961851179599762},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc40277.2020.9149338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc40277.2020.9149338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2020 - 2020 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/131059","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/131059","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Prof. Chan via Phoebe Ayers","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:dspace.mit.edu:1721.1/131059","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/131059","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Prof. Chan via Phoebe Ayers","raw_type":"http://purl.org/eprint/type/ConferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W135467536","https://openalex.org/W565955800","https://openalex.org/W2886905319","https://openalex.org/W2960537805","https://openalex.org/W6753663557","https://openalex.org/W6766028983"],"related_works":["https://openalex.org/W2147668000","https://openalex.org/W2490010379","https://openalex.org/W1605683094","https://openalex.org/W2114472740","https://openalex.org/W4386821284","https://openalex.org/W2497786025","https://openalex.org/W2060036720","https://openalex.org/W1989713315","https://openalex.org/W3046044540","https://openalex.org/W1550043390"],"abstract_inverted_index":{"Emerging":[0],"network":[1,7,17,57,65,110,137,160],"traffic":[2,47,58,70,84,98,111,121,138,144,156,161,173,196],"requires":[3],"a":[4,40,50,87,141,176],"more":[5],"agile":[6],"management":[8,34],"and":[9,32,54,73,117,148,152,181],"control":[10],"system":[11],"to":[12,82,115],"deal":[13,125],"with":[14,71,86,126,175],"the":[15,24,30,61,64,69,77,83,94,108,127,132,150,155,159,172],"dynamic":[16],"environments":[18,59],"than":[19],"today's":[20],"networks.":[21,38],"We":[22],"propose":[23],"use":[25],"of":[26,35,63,97,136,143,154,179,192],"cognitive":[27],"techniques":[28],"for":[29,189],"fast":[31,183],"adaptive":[33],"future":[36],"optical":[37],"As":[39],"first":[41],"approximation,":[42],"we":[43,130],"model":[44,131],"our":[45,165],"expected":[46],"arrivals":[48,180],"as":[49,91,93,140],"multi-state":[51],"Markov":[52],"process":[53],"categorize":[55],"different":[56],"by":[60],"length":[62],"coherence":[66,75],"time.":[67],"For":[68],"moderate":[72],"short":[74,88],"times,":[76],"stopping-trial":[78],"estimator":[79,169],"still":[80],"responses":[81],"changes":[85,147,163],"detection":[89],"time":[90],"long":[92],"inter-arrival":[95],"times":[96],"transactions":[99],"are":[100],"independent.":[101],"The":[102],"algorithm":[103],"provides":[104],"no":[105],"prejudice":[106],"on":[107],"exact":[109],"distribution":[112],"avoiding":[113],"having":[114],"sense":[116],"estimate":[118],"detailed":[119],"arrival":[120],"statistics.":[122],"To":[123],"further":[124],"fast-changing":[128],"traffic,":[129],"transient":[133],"convergent":[134],"behaviors":[135],"drift":[139],"result":[142],"transition":[145],"rate":[146,162],"validate":[149],"feasibility":[151],"utility":[153],"prediction.":[157],"When":[158],"quickly,":[164],"sequential":[166],"maximum":[167],"likelihood":[168],"will":[170],"capture":[171],"trend":[174],"small":[177],"number":[178],"provide":[182],"reconfiguration,":[184],"which":[185],"is":[186],"very":[187],"important":[188],"maintaining":[190],"quality":[191],"service":[193],"during":[194],"large":[195],"shifts.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
