A novel framework of network packet loss detection using random forest algorithm over support vector machine learning algorithms to improve accuracy

NVM Sai, MS Saravanan… - 2022 International …, 2022 - ieeexplore.ieee.org
The objective of this paper is to employ a novel framework of network packet loss detection
with increased accuracy rate using Novel Random Forest classifier compared to a Support …

Detecting anomalous packets in network transfers: investigations using PCA, autoencoder and isolation forest in TCP

M Kiran, C Wang, G Papadimitriou, A Mandal… - Machine Learning, 2020 - Springer
Large-scale scientific workflows rely heavily on high-performance file transfers. These
transfers require strict quality parameters such as guaranteed bandwidth, no packet loss or …

Abnormal internet usage detection in LAN Islamic University of Riau Indonesia

SL Rosa, EA Kadir - Proceedings of the International Conference on …, 2018 - dl.acm.org
Increasing internet network traffic in a Local Area Network (LAN) will impact to internet
access performance. Abnormal internet traffic monitoring system is very important to detect …

Detecting outliers in network transfers with feature extraction

NS Rao, M Kiran, C Wang, A Mandal - 2018 - osti.gov
Reliable file transfers are essential for successful science computations and experiments
that need large complex data files to be moved across long distances. Networks use …

[PDF][PDF] Abnormal internet usage detection in LAN Islamic University of Riau Indonesia

AK Evizal - repository.uir.ac.id
It my pleasure to welcome you to London and the International Conference on Intelligent
Science and Technology (ICIST 2018). International Conference on Intelligent Science and …

[PDF][PDF] Anomaly Bandwidth Usage Detection in LAN Islamic University of Riau using Wireshark Analyzer

SL Rosa - International Journal of Engineering &Technology, 2018 - repository.uir.ac.id
Increasing internet network traffic in a Local Area Network (LAN) will impact to internet
access performance. Abnormal internet traffic monitoring system is very important to detect …