論文

2021年

First Scalable Machine Learning Based Architecture for Cloud-native Transport SDN Controller

2021 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC)
  • Carlos Manso
  • ,
  • Noboru Yoshikane
  • ,
  • Ricard Vilalta
  • ,
  • Raul Munoz
  • ,
  • Ramon Casellas
  • ,
  • Ricardo Martinez
  • ,
  • Cen Wang
  • ,
  • Filippos Balasis
  • ,
  • Takehiro Tsuritani
  • ,
  • Itsuro Morita

記述言語
英語
掲載種別
研究論文(国際会議プロシーディングス)
出版者・発行元
IEEE

We present a cloud-native architecture with a machine learning QoT predictor that enables cognitive functions in transport SDN controllers. We evaluate the QoT predictor training and auto-scaling capabilities in a real WDM/SDM testbed. (c) 2021 The Author(s)

リンク情報
Web of Science
https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=JSTA_CEL&SrcApp=J_Gate_JST&DestLinkType=FullRecord&KeyUT=WOS:000698978300041&DestApp=WOS_CPL
Scopus
https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85112113640&origin=inward
Scopus Citedby
https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85112113640&origin=inward
ID情報
  • ISBN : 9781943580866
  • SCOPUS ID : 85112113640
  • Web of Science ID : WOS:000698978300041

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