The Core Idea – Network Architecture in Kubernetes
Deep learning relies on representing data across layered feature spaces.
Kubernetes networking architecture is a complex system that provides communication between pods, services, and external systems. Understanding these extended network concepts is crucial for building scalable, secure, and reliable applications.
Calico: Policy-driven networking with BGP routing
Flannel: A simple overlay network.
Weave Net: An overlay network with encryption.
Service Mesh – Enhancing Observability, Security & Traffic Management
Ingress and Ingress Controllers manage external access to services within the cluster.
Network Policies provide fine-grained control over network traffic between pods.
Frequently asked questions
What is Multus CNI for Multiple Networks?
Multus CNI allows you to deploy multiple Container Network Interfaces (CNIs) within a single Kubernetes cluster, providing flexibility and choice in your networking solution.
What are Frequently Asked Questions (FAQ)?
Frequently Asked Questions (FAQ) provide answers to common questions about Kubernetes networking concepts and technologies.
How do I choose between Calico, Cilium, or Weave Net?
The choice depends on your specific needs: Calico is popular for production with robust policies; Cilium uses eBPF for performance; Flannel is simple to start with; and Weave Net offers encryption. Test each in your environment before committing.
Is a Service Mesh always necessary?
Not necessarily. A Service Mesh is beneficial for complex microservices, observability requirements, advanced traffic management, mutual TLS (mTLS) between services, and canary deployments. For simple monoliths or small systems, it can be overkill; start with the basics and add complexity as needed.
▶ Try it live
Everything above runs in your browser — open Force-Directed Graph and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.