{"id":"https://openalex.org/W3041966770","doi":"https://doi.org/10.1109/meco49872.2020.9134073","title":"Machine Learning for Network Routing","display_name":"Machine Learning for Network Routing","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3041966770","doi":"https://doi.org/10.1109/meco49872.2020.9134073","mag":"3041966770"},"language":"en","primary_location":{"id":"doi:10.1109/meco49872.2020.9134073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco49872.2020.9134073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 9th Mediterranean Conference on Embedded Computing (MECO)","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/A5074413858","display_name":"Erol Gelenbe","orcid":"https://orcid.org/0000-0001-9688-2201"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Erol Gelenbe","raw_affiliation_strings":["Institute of Theoretical & Applied Informatics, Polish Academy of Sciences, and Laboratoire I3S, Univ. Cote d'Azur,France"],"affiliations":[{"raw_affiliation_string":"Institute of Theoretical & Applied Informatics, Polish Academy of Sciences, and Laboratoire I3S, Univ. Cote d'Azur,France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074413858"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4625,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66239216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9979000091552734,"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":0.9979000091552734,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9972000122070312,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9958999752998352,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7419441342353821},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5413373112678528},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.46351516246795654}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7419441342353821},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5413373112678528},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.46351516246795654}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meco49872.2020.9134073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco49872.2020.9134073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 9th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2018538061","https://openalex.org/W2130095783","https://openalex.org/W2140986610","https://openalex.org/W2155493099","https://openalex.org/W2560653707","https://openalex.org/W2891111645","https://openalex.org/W2901337819","https://openalex.org/W2908219578"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Though":[0],"currently":[1],"a":[2,92],"\u201chot":[3],"topic\u201d,":[4],"over":[5],"the":[6,17,30,33,40,70,84,99,135,146,177,187],"past":[7],"fifteen":[8],"years":[9],"[1][2],":[10],"there":[11],"has":[12,50,79,96,117],"been":[13,51,62],"significant":[14],"work":[15,155],"on":[16,65,156,176],"use":[18],"of":[19,32,42,47,101,159,169],"machine":[20],"learning":[21],"to":[22,111,139,186],"design":[23],"large":[24],"scale":[25],"computer-communication":[26],"networks,":[27],"motivated":[28],"by":[29],"complexity":[31],"systems":[34],"that":[35,133],"are":[36],"being":[37],"considered":[38],"and":[39,54,87,91,126,161,166,183],"unpredictability":[41],"their":[43,81,184],"workloads.":[44],"A":[45],"topic":[46],"great":[48],"concern":[49],"security":[52],"[3]":[53],"novel":[55],"techniques":[56],"for":[57,122],"detecting":[58],"network":[59,109,124,140],"attacks":[60],"have":[61],"developed":[63],"based":[64,175],"Machine":[66,74,173],"Learning":[67,75,174],"[8].":[68],"However":[69],"main":[71],"challenge":[72],"with":[73,83,88],"methods":[76],"in":[77],"networks":[78,171],"concerned":[80],"compatibility":[82],"Internet":[85],"Protocol":[86],"legacy":[89],"systems,":[90],"major":[93],"step":[94],"forward":[95],"come":[97],"from":[98],"establishment":[100],"Software":[102],"Defined":[103],"Networks":[104],"(SDN)":[105],"[4]":[106],"which":[107,142],"delegate":[108],"routing":[110,127],"specific":[112,130],"SDN":[113,116,131],"routers":[114,132],"[4].":[115],"become":[118],"an":[119],"industry":[120],"standard":[121],"concentrating":[123],"management":[125],"decisions":[128],"within":[129],"download":[134],"selected":[136],"paths":[137],"periodically":[138],"routers,":[141],"operate":[143],"otherwise":[144],"under":[145],"IP":[147],"protocol.":[148],"In":[149],"this":[150],"paper":[151],"we":[152],"describe":[153],"our":[154],"real-time":[157],"control":[158],"Security":[160],"Privacy":[162],"[7],":[163],"Energy":[164],"Consumption":[165],"QoS":[167],"[6]":[168],"packet":[170],"using":[172],"Cognitive":[178],"Packet":[179],"Network":[180],"[9]":[181],"principles":[182],"application":[185],"H2020":[188],"SerIoT":[189],"Project":[190],"[5].":[191]},"counts_by_year":[{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}