# Karmada Roadmap This document defines a high level roadmap for Karmada development. The roadmap below outlines new features that will be added to Karmada. ## 2020-Q4 - Support creating federated applications with Kubernetes APIs. - Attach Kubernetes clusters to Karmada for federated operations and management. - Push based propagation of arbitrary types to member clusters. - CLI utility (karmadactl). - Advanced scheduling strategy support, e.g. ClusterAffinity. ## Future - Large-scale clusters and applications support. - Resource Pull mode support. - Horizontal Pod Autoscaling across clusters. - Unified authentication and authorization, with federated identity from multiple sources. - Provide support to manage clusters behind firewall or on edge. - Cross-cluster service discovery.