Smart HPA: Resource-Efficient Auto-scaler for Microservices

Smart HPA introduces a hierarchical architecture that combines centralized and decentralized components to optimize resource allocation in microservice applications, outperforming Kubernetes HPA in reducing resource overutilization and underprovisioning.