Hoang Dinh

Secure Adaptive Resource Orchestration for Cloud Management with Deep Reinforcement Learning: An Extended Evaluation on Real Traces

Cloud platforms must hold utilisation and latency targets while demand shifts and attack traffic arrive together. Reactive threshold scaling meets neither pressure, and an autoscaler blind to attacks funds the load an adversary requested. Recent work shows adversaries can drive this loop into economic denial of sustain...