Mongodb database as storage for gpon frames

M Holik, T Horvath, V Oujezsky, P Munster, A Tomasov… - Sensors, 2020 - mdpi.com
This work is focused on creating an open-source software-based solution for monitoring
traffic transmitted through gigabit passive optical network. In this case, the data are captured …

Application for gpon frame analysis

M Holik, T Horvath, V Oujezsky - Electronics, 2019 - mdpi.com
This article presents a design of a database model used to gather and analyze data frames
transmitted over gigabit passive optical network (GPON) in the downstream direction. An …

Gpon frame analysis with artificial immune system

V Oujezsky, V Skorpil, T Horvath - 2019 11th International …, 2019 - ieeexplore.ieee.org
This article presents a technique of gigabit passive optical networks analysis. The frames
are captured by FPGA programmable network card and processed with a software parser …

GPON traffic analysis with TensorFlow

V Oujezsky, A Tomasov, M Holik… - 2020 43rd …, 2020 - ieeexplore.ieee.org
The paper presents the latest research results of gigabit passive optical network analysis
using machine learning algorithms. TensorFlow has been used to learn the frames of GPON …

GPON parser for database analysis

M Jurcik, T Horvath, V Oujezsky… - 2019 42nd …, 2019 - ieeexplore.ieee.org
This article deals with transmission convergence layer of gigabit passive optical networks.
Transmission convergence layer takes the responsibility for transferring of frames from …

Fpga network card and system for gpon frames analysis at optical layer

V Oujezsky, T Horvath, M Jurcik… - 2019 42nd …, 2019 - ieeexplore.ieee.org
This article is a summary of our participation in a project focused on the development of a
programmable FPGA network card for gigabit-capable passive optical networks. The …

Deep data analysis in gigabit passive optical networks

T Horvath, R Krkos, L Dubravec - Optica Applicata, 2017 - infona.pl
This paper focuses on practical aspects of gigabit passive optical networks (GPON)
diagnostics during deployment, for root-cause analysis and for research purposes. While …

Implementation of a testbed to analysis a SDN based GPON

J Azofra, N Merayo, JC Aguado… - 2018 European …, 2018 - ieeexplore.ieee.org
Implementation of a Testbed to Analysis a SDN Based GPON Page 1 Implementation of a
testbed to analysis a SDN based GPON J. Azofra(1), N. Merayo(1), JC Aguado(1), I. de …

GPON PLOAMd message analysis using supervised neural networks

A Tomasov, M Holik, V Oujezsky, T Horvath… - Applied Sciences, 2020 - mdpi.com
This paper discusses the possibility of analyzing the orchestration protocol used in gigabit-
capable passive optical networks (GPONs). Considering the fact that a GPON is defined by …

FPGA xPON traffic analysis

A Tomasov, T Horvath, P Munster… - 2021 44th …, 2021 - ieeexplore.ieee.org
Passive optical networks are a suitable and promising solution for the service delivery
network, particularly for data, video, and voice communications. An optical distribution …