Detail publikace

FPGA xPON Traffic Analysis

TOMAŠOV, A. HORVÁTH, T. MÜNSTER, P. HOLÍK, M. OUJEZSKÝ, V.

Originální název

FPGA xPON Traffic Analysis

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Passive optical networks are a suitable and promising solution for the service delivery network, particularly for data, video, and voice communications. An optical distribution consists of passive elements (e.g., splitters, fibers), providing a cost-effective high bandwidth tree-like topology. This paper describes a new analysis system designed for an inspection of passive optical networks. The system uses an FPGA-accelerated network interface card to capture the communication from the optical network and machine learning models in order to evaluate the possible anomalies, errors, or attacks.

Klíčová slova

FPGA; GRU; Inspection; Kafka; Neural Network; Pipeline; xPON

Autoři

TOMAŠOV, A.; HORVÁTH, T.; MÜNSTER, P.; HOLÍK, M.; OUJEZSKÝ, V.

Vydáno

26. 7. 2021

Nakladatel

IEEE

Místo

Virtual Conference

ISBN

978-1-6654-2933-7

Kniha

2021 44th International Conference on Telecommunications and Signal Processing

Strany od

58

Strany do

61

Strany počet

4

URL

https://tsp.vutbr.cz/datas/tsp2021/tsp2021.pdf

BibTex

@inproceedings{BUT172143,
  author="Adrián {Tomašov} and Tomáš {Horváth} and Petr {Münster} and Martin {Holík} and Václav {Oujezský}",
  title="FPGA xPON Traffic Analysis",
  booktitle="2021 44th International Conference on Telecommunications and Signal Processing",
  year="2021",
  pages="58--61",
  publisher="IEEE",
  address="Virtual Conference",
  doi="10.1109/TSP52935.2021.9522610",
  isbn="978-1-6654-2933-7",
  url="https://tsp.vutbr.cz/datas/tsp2021/tsp2021.pdf"
}