Yoga Suhas Kuruba Manjunath

ResLearn-XR: Residual Learning for Network Traffic and Quality-of-Experience-Aware Modeling in Extended Reality

This work introduces a Data Descriptor Algorithm (DDA), a causal feature-construction module that converts packet-level application-layer observables into frame-timing-aware descriptors suitable for encrypted traffic analysis, and constructs an XR Traffic-QoE dataset that pairs continuous XR traffic traces with session...