2 papers
cs.DC2026
Learning-Based Collaborative MEC for LLM Inference with Soft-Deadline Awareness via Transformer-Enhanced PPO
Ngoc Hung Nguyen, Bjorn Landfeldt
This paper investigates collaborative mobile edge computing (MEC) servers for large language model (LLM) inference under soft deadline constraints. In this system, to improve the q…
cs.NI2025
Predictability-Aware Motion Prediction for Edge XR via High-Order Error-State Kalman Filtering
Ziyu Zhong, Björn Landfeldt, Günter Alce +1
As 6G networks are developed and defined, offloading of XR applications is emerging as one of the strong new use cases. The reduced 6G latency coupled with edge processing infrastr…