George Kousiouris

Self-Adaptive Microservice Traffic Management: A Reinforcement Learning Approach to Circuit Breaking

Microservice applications commonly rely on service-mesh circuit breakers to maintain resilience under dynamic workloads. In platforms such as Istio, circuit breaking is enforced through connection and request-queue limits, making performance highly sensitive to parameter choices that static configurations cannot adapt...