Network traffic prediction with Attention-based Spatial–Temporal Graph Network

Y Peng, Y Guo, R Hao, C Xu - Computer Networks, 2024 - Elsevier
Network traffic prediction plays a significant role in network management. Previous network
traffic prediction methods mainly focus on the temporal relationship between network traffic …

Generative spatiotemporal image exploitation for datacenter traffic prediction

G Byun, H Yang, SM Raza, M Kim, MY Chung… - Computer Networks, 2024 - Elsevier
The tremendous growth rate of global internet traffic in past years increases the importance
of traffic prediction for network operators to ensure seamless Quality of Service (QoS) with …

A novel method for satellite prediction of VDE‐TER service traffic information based on multilayers bidirectional LSTM

R Wu, Z Li, Z Xie, X Liang - International Journal of Satellite …, 2024 - Wiley Online Library
Satellite prediction of very high frequency (VHF) Data Exchange (VDE)‐Terrestrial (VDE‐
TER) ship‐to‐ship Self‐Organized Networks (SON) service traffic information is crucial for …

[PDF][PDF] Learning and inference for wireless communications applications using in-memory analog computing

MA Ali - 2024 - repository.bilkent.edu.tr
Muhammad Atif Ali Elektrik ve Elektronik Mühendisligi, Yüksek Lisans Tez Danısmanı: Tolga
Mete Duman Temmuz 2024 Kablosuz iletisim teknolojilerindeki üstel büyüme, merkezi …