2 papers
cs.AI2024
ResLearn: Transformer-based Residual Learning for Metaverse Network Traffic Prediction
Yoga Suhas Kuruba Manjunath, Mathew Szymanowski, Austin Wissborn +3
Our work proposes a comprehensive solution for predicting Metaverse network traffic, addressing the growing demand for intelligent resource management in eXtended Reality (XR) serv…
cs.AI2024
Discern-XR: An Online Classifier for Metaverse Network Traffic
Yoga Suhas Kuruba Manjunath, Austin Wissborn, Mathew Szymanowski +3
In this paper, we design an exclusive Metaverse network traffic classifier, named Discern-XR, to help Internet service providers (ISP) and router manufacturers enhance the quality…