Top Software Engineering Diagrams
Top Diagrams
- The System Design Topic Map
- JWT Simply Explained
- The Fundamental Pillars of Object Oriented Programming
- API Design Patterns
- How Computer Memory Works?
- Top Kubernetes Scaling Strategies
The System Design Topic Map
System Design Concepts
Object Oriented Programming
JWT Simply Explained
JWT or JSON Web Tokens is an open standard for securely transmitting information between two parties.
API Design Patterns
REST API Design Best Practices
How Computer Memory Works?
Top Kubernetes Scaling Strategies
- Horizontal Pod Autoscaler or HPA automatically scales the number of Pods in a Deployment, ReplicaSet, or StatefulSet based on observed CPU utilization, memory usage, or custom metrics.
- Vertical Pod Autoscaling or VPA - Based on application requirements, VPA adjusts the resources allocated to individual pods, such as CPU and memory. This approach dynamically changes pod resource settings based on workload metrics.
- Cluster Auto Scaling - The Cluster Autoscaler automatically adjusts the number of nodes in a Kubernetes cluster. It interacts with the cloud provider to add or remove nodes based on requirements. This is important to maintain a balanced cluster.
- Predictive Auto Scaling - uses machine learning to forecast future resource requirements. It helps Kubernetes adjust resources by anticipating workload demands.