AI-Enhanced Cloud-Edge-Terminal Collaborative Network: Survey, Applications, and Future Directions

H Gu, L Zhao, Z Han, G Zheng… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The cloud-edge-terminal collaborative network (CETCN) is considered as a novel paradigm
for emerging applications owing to its huge potential in providing low-latency and ultra …

Private and utility enhanced intrusion detection based on attack behavior analysis with local differential privacy on IoV

R Chen, X Chen, J Zhao - Computer Networks, 2024 - Elsevier
In recent years, with the escalating security demands of the Internet of Vehicles (IoV),
concerns over safety have intensified. To prevent security incidents and privacy breaches …

Sparsified federated learning with differential privacy for intrusion detection in VANETs based on Fisher Information Matrix

R Chen, X Chen, J Zhao - Plos one, 2024 - journals.plos.org
With the continuous development of vehicular ad hoc networks (VANET) security, using
federated learning (FL) to deploy intrusion detection models in VANET has attracted …

Smart Cache Insertion and Promotion Policy for Content Delivery Networks

P Wang, Y Liu, Z Zhao, K Zhou, Z Huang… - Proceedings of the 52nd …, 2023 - dl.acm.org
Improving hit rates can be achieved by enhancing cache replacement algorithms with the
identification of zero-reuse objects (ZROs) and inserting them at the end of the cache queue …

Learning-based Data Separation for Write Amplification Reduction in Solid State Drives

P Sun, L You, S Zheng, W Zhang, R Ma… - 2023 60th ACM/IEEE …, 2023 - ieeexplore.ieee.org
Garbage collection in SSDs causes write amplification. The key to mitigating this problem is
separating data by lifetime. Prior works proposed using machine learning to accurately …