Machine learning controller for data rate management in science DMZ networks

C Vega, EF Kfoury, J Gomez, JE Pezoa, M Figueroa… - Computer Networks, 2024 - Elsevier
This article presents a Machine Learning Controller (MLC) supported by a P4 switch for
improving rate control in non-dedicated Science Demilitarized Zone (Science DMZ) …

[HTML][HTML] RED-SP-CoDel: Random early detection with static priority scheduling and controlled delay AQM in programmable data planes

O Lhamo, M Ma, TV Doan, T Scheinert… - Computer …, 2024 - Elsevier
Emerging network application paradigms, such as the Tactile Internet, re-emphasize the
need for different Quality of Service (QoS) levels. Due to the large packet buffers in the …

CatBoost-based network intrusion detection on imbalanced CIC-IDS-2018 dataset

A Jumabek, SS Yang, YT Noh - 한국통신학회논문지, 2021 - dbpia.co.kr
증가하는 인터넷 트래픽의 양과 속도는 악의적인 공격자에게 전례 없는 공격 기회를 Tempo
제공한다. 예를 들어 악의적인 침입 네트워크 트래픽을 감지하기 위한 네트워크 침입 감지 …

JamBIT: RL-based framework for disrupting adversarial information in battlefields

M Salman, T Lee, A Hassan, M Yasin, K Khurshid… - Ad Hoc Networks, 2025 - Elsevier
During battlefield operations, military radios (hereafter nodes) exchange information among
various units using a mobile ad-hoc network (MANET) due to its infrastructure-less and self …

Quality of service aware adaptive target queue length generation for active queue management

R Hotchi, R Kubo - IET Control Theory & Applications, 2022 - Wiley Online Library
Active queue management techniques have been proposed to mitigate serious congestion
issues caused by transmission control protocol flows. Active queue management controllers …

Comparative Analysis of TCP, TCP-Vegas, and SCTP in Mobile Ad-Hoc Networks

F Hussain - Journal of Independent Studies and Research …, 2022 - jisrc.szabist.edu.pk
Abstract Mobile Ad hoc Networks (MANET) is a collection of mobiles and smart devices that
communicates using wireless links. These types of networks are growing at the lightning …

[引用][C] Explicit feedback for congestion control in Science DMZ cyberinfrastructures based on programable data-plane switches.

CF Vega Caicedo - 2023 - Universidad de Concepción.

[引用][C] Depression Group Prediction with Passive Sensing: Prediction Accuracy and Window Sizes