{"id":"https://openalex.org/W2897851160","doi":"https://doi.org/10.1145/3277103.3277135","title":"A Load Balancing Method based on Artificial Neural Networks for Knowledge-defined Data Center Networking","display_name":"A Load Balancing Method based on Artificial Neural Networks for Knowledge-defined Data Center Networking","publication_year":2018,"publication_date":"2018-10-03","ids":{"openalex":"https://openalex.org/W2897851160","doi":"https://doi.org/10.1145/3277103.3277135","mag":"2897851160"},"language":"en","primary_location":{"id":"doi:10.1145/3277103.3277135","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3277103.3277135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th Latin America Networking Conference","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/A5006720040","display_name":"Alex Midwar Rodriguez Ruelas","orcid":"https://orcid.org/0000-0002-5363-8652"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alex M. R. Ruelas","raw_affiliation_strings":["University of Campinas (UNICAMP), Campinas, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Campinas (UNICAMP), Campinas, SP, Brazil","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055821345","display_name":"Christian Esteve Rothenberg","orcid":"https://orcid.org/0000-0003-3109-4305"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Christian Esteve Rothenberg","raw_affiliation_strings":["University of Campinas (UNICAMP), Campinas, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Campinas (UNICAMP), Campinas, SP, Brazil","institution_ids":["https://openalex.org/I181391015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"106","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":1.0,"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":1.0,"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":0.9962999820709229,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9945999979972839,"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":0.7682278752326965},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6995000243186951},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.6248467564582825},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.5109835863113403},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5069213509559631},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.4726378321647644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46441906690597534},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44069772958755493},{"id":"https://openalex.org/keywords/forwarding-plane","display_name":"Forwarding plane","score":0.4322000741958618},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3999713957309723},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.33009466528892517}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7682278752326965},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6995000243186951},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.6248467564582825},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.5109835863113403},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5069213509559631},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.4726378321647644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46441906690597534},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44069772958755493},{"id":"https://openalex.org/C10597312","wikidata":"https://www.wikidata.org/wiki/Q5473302","display_name":"Forwarding plane","level":3,"score":0.4322000741958618},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3999713957309723},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.33009466528892517},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3277103.3277135","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3277103.3277135","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th Latin America Networking Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3903097787","display_name":null,"funder_award_id":"310930/2016-2","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W225656649","https://openalex.org/W1554663460","https://openalex.org/W1576831194","https://openalex.org/W1593014412","https://openalex.org/W1605708511","https://openalex.org/W1698388015","https://openalex.org/W1717978628","https://openalex.org/W2040340473","https://openalex.org/W2080130128","https://openalex.org/W2111281854","https://openalex.org/W2119694598","https://openalex.org/W2145091572","https://openalex.org/W2169246522","https://openalex.org/W2218937857","https://openalex.org/W2295036912","https://openalex.org/W2316478175","https://openalex.org/W2471288191","https://openalex.org/W2605243465","https://openalex.org/W3126135128"],"related_works":["https://openalex.org/W4214777079","https://openalex.org/W2051935741","https://openalex.org/W3122360749","https://openalex.org/W2547441564","https://openalex.org/W4377224402","https://openalex.org/W4243609393","https://openalex.org/W4211055425","https://openalex.org/W2926903444","https://openalex.org/W2130026698","https://openalex.org/W2292300552"],"abstract_inverted_index":{"The":[0,84,114,143],"growth":[1],"of":[2,16,47,64,89,102,132,153],"cloud":[3],"application":[4],"services":[5],"delivered":[6],"through":[7],"data":[8],"centers":[9],"with":[10,73,125],"varying":[11],"traffic":[12,96,103],"demands":[13],"unveils":[14],"limitations":[15],"traditional":[17],"load":[18,34],"balancing":[19,35],"methods.":[20],"Aiming":[21],"at":[22],"attending":[23],"evolving":[24],"scenarios":[25],"towards":[26],"improved":[27],"network":[28,77,92],"performance,":[29],"this":[30],"paper":[31],"presents":[32],"a":[33,80,100,130],"method":[36,115],"based":[37,105],"on":[38,106],"an":[39,135],"Artificial":[40,55],"Neural":[41],"Network":[42],"(ANN)":[43],"in":[44,134],"the":[45,60,91,118,123,140,149],"context":[46],"Knowledge-Defined":[48],"Networking":[49,71],"(KDN).":[50],"KDN":[51,67,154],"seeks":[52],"to":[53,95,121,138,148],"leverage":[54],"Intelligence":[56],"(AI)":[57],"techniques":[58],"for":[59],"control":[61],"and":[62,76,108],"operation":[63],"computer":[65],"networks.":[66],"extends":[68],"Software":[69],"Defined":[70],"(SDN)":[72],"advanced":[74],"telemetry":[75],"analytics":[78],"introducing":[79],"so-called":[81],"Knowledge":[82],"Plane.":[83],"proposed":[85,141],"ANN":[86,119],"is":[87],"capable":[88],"predicting":[90],"performance":[93,151],"according":[94],"parameters":[97],"by":[98],"creating":[99],"model":[101,120],"behavior":[104],"bandwidth":[107],"latency":[109],"measurements":[110],"over":[111],"different":[112],"paths.":[113],"includes":[116],"training":[117],"choose":[122],"path":[124],"least":[126],"load.":[127],"We":[128],"conduct":[129],"series":[131],"experiments":[133],"emulated":[136],"environment":[137],"validate":[139],"method.":[142],"initial":[144],"experimental":[145],"results":[146],"point":[147],"potential":[150],"gains":[152],"approaches.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}