IEEE

Advanced Prognostics and Health Management for Distributed Plasma Control Systems: A Stochastic Timed Colored Petri Net and Machine Learning-Based Approach

Abstract: The LingShu plasma control system (PCS) is a distributed, real-time control system designed for tokamak control, featuring a modular architecture and adaptability to heterogeneous hardware.
IEEE

Byzantine-Robust and Communication-Efficient Distributed Learning via Compressed Momentum Filtering

Abstract: Distributed learning is the standard for training large-scale models across private data silos, offering privacy and efficiency but facing challenges in Byzantine robustness and ...