A network traffic prediction model of smart substation based on IGSA‐WNN

X **a, X Liu, J Lou - ETRI Journal, 2020 - Wiley Online Library
The network traffic prediction of a smart substation is key in strengthening its system security
protection. To improve the performance of its traffic prediction, in this paper, we propose an …

DeepFlow: Towards network-wide ingress traffic prediction using machine learning at large scale

S Fischer, K Katsarou… - … Symposium on Networks …, 2020 - ieeexplore.ieee.org
Describing incoming web traffic-as seen from large eyeball networks, ie ingress traffic-and
estimating it into the future, are necessary operations for network service providers who …

A LSTM based campus network traffic prediction system

Y Geng, S Li - 2019 IEEE 10th International Conference on …, 2019 - ieeexplore.ieee.org
Accurate and real-time campus network traffic prediction is very important in network
management. Aiming at security analysis of network traffic and prediction problems caused …

Identifying Data And Information Streams In Cyberspace: A Multi-Dimensional Perspective

R Ikwu - arxiv preprint arxiv:1906.03757, 2019 - arxiv.org
Cyberspace has gradually replaced the physical reality, its role evolving from a simple
enabler of daily live processes to a necessity for modern existence. As a result of this …

Study area recommendation via network log analytics

A Upadhayula, A Ravilla, I Varadarajan… - 2019 7th IEEE …, 2019 - ieeexplore.ieee.org
With the current surge in the number of devices connected to the Internet all over the world,
usage of network bandwidth has also seen a huge increase. This has led to network traffic …

Multi-dimensional structural data integration for proactive cyber-defence

I Ruth - 2017 International Conference On Cyber Situational …, 2017 - ieeexplore.ieee.org
The current cyber defences at technical and operational levels have consistently proven
inefficient to counter the ever-growing sophistication of the adversary and modern cyber …

The entangled cyberspace: an integrated approach for predicting cyber-attacks

RE Ikwu - 2018 - bura.brunel.ac.uk
Significant studies in cyber defence analysis have predominantly revolved around a single
linear analysis of information from a single source of evidence (The Network). These studies …