Fanxin Kong

Geographical Job Scheduling in Data Centers with Heterogeneous Demands and Servers

2015

The fast proliferation of cloud computing promotes the rapid development of large-scale commercial data centers. Tens or even hundreds of geographically distributed data centers have been deployed for better reliability and quality of services. This …

Vulnerability Analysis for Safe Reinforcement Learning in Cyber-Physical Systems

2026 · ACM Transactions on Cyber-Physical Systems

Safe Reinforcement Learning (RL) has been applied to synthesize control policies that maximize task rewards while adhering to safety constraints within simulated secure cyber-physical systems. However, the vulnerability of safe RL to adversarial attacks remains …