| 2026 | IWCMC | Safe-EI: Safety-Constrained Offloading for Edge Intelligence in Mixed-Criticality Systems. | Jaime Sebastian Burbano, Ali Kadhum Idrees, Rolf Schuster |
| 2026 | IWCMC | EHALEYO: Edge AI-Based High-Accuracy, Lightweight, Enhanced YOLOv11 for Real-Time Small UAV Detection in Complex Environments. | Ali Kadhum Idrees, Sara Kadhum Idrees, Joseph Azar, Raphal Couturier, Franck Gechter, Rolf Schuster |
| 2026 | IWCMC | Risk-Aware and Stable Edge Server Selection Under Network Latency SLOs. | Mohan Liyanage, Arnova Abdullah, Eldiyar Zhantileuov, Rolf Schuster |
| 2026 | SmartComp | CoBO: Conformal-Constrained Bayesian Optimization for Energy-Efficient SLO-Aware DNN Inference. | Ivan Dokuchaev, Ali Kadhum Idrees, Rolf Schuster |
| 2025 | IWCMC | SeQaM: A Service Quality Manager for Edge Computing. | Jaime Sebastian Burbano, Yuriy Pigovskyi, Eldiyar Zhantileuov, Ivan Dokuchaev, Mohan Liyanage, Ali Kadhum Idrees, Rolf Schuster |
| 2025 | NCA | ELTO: Energy-Latency Trade-off Optimization for Machine Learning Inference with Dynamic Batching. | Ivan Dokuchaev, Ali Kadhum Idrees, Rolf Schuster |