1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.NI2026
On the Role of Time Series Clustering in Traffic Matrix Prediction
Martha Cash, Charlotte Fowler, Alexander M. Wyglinski
This paper analyzes the role of time-series clustering in traffic matrix (TM) prediction. Traffic flows within a TM often exhibit heterogeneous behavior, which can reduce the effec…
cs.LG2025
Improving Internet Traffic Matrix Prediction via Time Series Clustering
Martha Cash, Alexander Wyglinski
We present a novel framework that leverages time series clustering to improve internet traffic matrix (TM) prediction using deep learning (DL) models. Traffic flows within a TM oft…
cs.NI2023★ 1 cited
WIP: Federated Learning for Routing in Swarm Based Distributed Multi-Hop Networks
Martha Cash, Joseph Murphy, Alexander Wyglinski
Unmanned Aerial Vehicles (UAVs) are a rapidly emerging technology offering fast and cost-effective solutions for many areas, including public safety, surveillance, and wireless net…