4 papers
Quantum Machine Learning-based 6G edge Network: Enabling Adaptive Communication and Model Aggregation
Wenjing Xiao, Jiatai Yan, Chenglong Shi +5
With the advent of sixth-generation (6G) mobile communication technology, vehicle-to-everything (V2X) communication faces unprecedented challenges in communication efficiency, syst…
Lightweight Quantum Agent for Edge Systems: Joint PQC and NOMA Resource Allocation
Yongtao Yao, Wenjing Xiao, Miaojiang Chen +5
In the context of quantum secure scenarios, existing research on mobile edge devices and intelligent computing and edge (ICE) systems based on the Non-Orthogonal Multiple Access (N…
FT-MoE: Sustainable-learning Mixture of Experts for Fault-Tolerant Computing
Wenjing Xiao, Wenhao Song, Miaojiang Chen +1
Intelligent fault-tolerant (FT) computing has recently demonstrated significant advantages in predicting and diagnosing faults proactively, thereby ensuring reliable service delive…
GraphEdge: Dynamic Graph Partition and Task Scheduling for GNNs Computing in Edge Network
Wenjing Xiao, Chenglong Shi, Miaojiang Chen +3
With the exponential growth of Internet of Things (IoT) devices, edge computing (EC) is gradually playing an important role in providing cost-effective services. However, existing…