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  4. Traffic Monitoring and Analytics Framework for Optical Access Networks
 
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2022
Conference Paper
Title

Traffic Monitoring and Analytics Framework for Optical Access Networks

Abstract
This paper presents a Traffic Monitoring and Analytics (TMA) framework for optical access networks and defines the requirements and Key Performance Indicators (KPI) governing the telemetry collection, brokering, and streaming workflow as well as storage and computing resources of such a framework. Moreover, it introduces the concept of telecom data ownership and explores its impact on the realization of such a framework, primarily for the cases where equipment from multiple vendors co-exist in the operator networks. Eventually, considering the underlying requirements and the desired specifications, it presents several architectures for the realization of a TMA framework.
Author(s)
Shariati, Mohammad Behnam
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Bergk, Geronimo
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Safari, Pooyan
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Balanici, Mihail
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Fischer, Johannes
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Freund, Ronald  
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Mainwork
13th International Symposium on Communication Systems, Networks and Digital Signal Processing, CSNDSP 2022  
Conference
International Symposium on Communication Systems, Networks and Digital Signal Processing 2022  
DOI
10.1109/CSNDSP54353.2022.9907906
Language
English
Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut HHI  
Keyword(s)
  • ML Pipeline

  • Optical Access Networks

  • Telemetry

  • Traffic Prediction

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