Data augmentation techniques in time series domain: a survey and taxonomy

G Iglesias, E Talavera, Á González-Prieto… - Neural Computing and …, 2023 - Springer
With the latest advances in deep learning-based generative models, it has not taken long to
take advantage of their remarkable performance in the area of time series. Deep neural …

A cost-efficient software based router and traffic generator for simulation and testing of IP network

S Jun, K Przystupa, M Beshley, O Kochan, H Beshley… - Electronics, 2019 - mdpi.com
The development was carried out using the Qt5. 2 integrated development environment,
which uses the programming language C++. The main advantage of this environment is that …

Introducing the CYSAS-S3 dataset for operationalizing a mission-oriented cyber situational awareness

RD Medenou Choumanof, S Llopis Sanchez… - Sensors, 2022 - mdpi.com
The digital transformation of the defence sector is not exempt from innovative requirements
and challenges, with the lack of availability of reliable, unbiased and consistent data for …

Data augmentation techniques in time series domain: a survey and taxonomy

I Guillermo, T Edgar, GP Ángel - 2023 - dlib.phenikaa-uni.edu.vn
With the latest advances in deep learning-based generative models, it has not taken long to
take advantage of their remarkable performance in the area of time series. Deep neural …

Timed colored Petri net-based event generators for web systems simulation

A Bożek, T Rak, D Rzonca - Applied Sciences, 2022 - mdpi.com
Simulation is a powerful process for perfectly planning and dimensioning web systems.
However, a successful analysis using a simulation model usually requires variable load …

Synthetic traffic generation with wasserstein generative adversarial networks

CL Wu, YY Chen, PY Chou… - GLOBECOM 2022-2022 …, 2022 - ieeexplore.ieee.org
Network traffic data are critical for network research. With the help of synthetic traffic,
researchers can readily generate data for network simulation and performance evaluation …

Network tester: A generation and evaluation of diagnostic communication in ip networks

J Pullmann, D Macko - 2018 16th International Conference on …, 2018 - ieeexplore.ieee.org
There are many active intermediary devices in computer networks. The network has to be
verified whether it functions as it should-ie whether some intermediary device in not …

A scalable and accurate distributed traffic generator with Fourier transformed distribution over multiple commodity platforms

CH Chang, YD Lin, YK Lai, YC Lai - Journal of Network and Computer …, 2019 - Elsevier
The rapid growth of high-speed computer networks poses a challenge in the design of
testing and verification equipment. The hardware-based packet generators that are often …

[PDF][PDF] Herramienta de generación de tráfico realista basado en comportamiento de usuario para entornos Cyber Range

M Sanz-Rodrigo, M Álvarez-Campana… - researchgate.net
La generación de tráfico realista en una red es un problema complejo, que habitualmente
se aborda mediante el establecimiento previo de un modelo de tráfico. Un modelo de tráfico …