352 citations · 2.1k across the 52 of their papers we have counts for
8 papers · 1 filter
Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach
Zhao Chen, Xiaodong Wang
Mobile edge computing (MEC) emerges recently as a promising solution to relieve resource-limited mobile devices from computation-intensive tasks, which enables devices to offload w…
Online Cyber-Attack Detection in Smart Grid: A Reinforcement Learning Approach
Mehmet Necip Kurt, Oyetunji Ogundijo, Chong Li +1
Early detection of cyber-attacks is crucial for a safe and reliable operation of the smart grid. In the literature, outlier detection schemes making sample-by-sample decisions and…
Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings
Mehmet Necip Kurt, Yasin Yilmaz, Xiaodong Wang
Timely detection of abrupt anomalies is crucial for real-time monitoring and security of modern systems producing high-dimensional data. With this goal, we propose effective and sc…
An Enhanced MPPT Method based on ANN-assisted Sequential Monte Carlo and Quickest Change Detection
Leian Chen, Xiaodong Wang
The performance of a photovoltaic system is subject to varying environmental conditions, and it becomes more challenging to track the maximum power point (MPP) and maintain the opt…
Efficient File Delivery for Coded Prefetching in Shared Cache Networks with Multiple Requests Per User
Haisheng Xu, Chen Gong, Xiaodong Wang
We consider a centralized caching network, where a server serves several groups of users, each having a common shared homogeneous fixed-size cache and requesting arbitrary multiple…
Real-Time Detection of Hybrid and Stealthy Cyber-Attacks in Smart Grid
Mehmet Necip Kurt, Yasin Yilmaz, Xiaodong Wang
For a safe and reliable operation of the smart grid, timely detection of cyber-attacks is of critical importance. Moreover, considering smarter and more capable attackers, robust d…