This project demonstrates my expertise in implementing dynamic autoscaling solutions in Kubernetes using the Horizontal Pod Autoscaler (HPA). Through hands-on implementation, I"ve created a robust system that automatically adjusts application resources based on demand, showcasing modern cloud-native architecture principles and DevOps best practices.

• Implement production-grade autoscaling using Kubernetes HPA
• Master resource management with precise CPU and memory configurations
• Deploy scalable NGINX workloads with optimal performance
• Configure advanced metrics-based scaling policies
• Demonstrate deep understanding of Kubernetes orchestration

The project implements a sophisticated autoscaling architecture that dynamically manages application resources:

graph TD
    HPA[Horizontal Pod Autoscaler] -->|Reads Metrics| MS[Metrics Server]
    HPA -->|Scales| D[Deployment]
    D -->|Manages| RS[ReplicaSet]
    RS -->|Creates| P1[Pod 1]
    RS -->|Creates| P2[Pod 2]
    RS -->|Creates| P3[Pod 3]
    RS -->|Creates| PN[Pod N]

• Container Orchestration: Kubernetes 1.28+
• Web Server: NGINX (Latest)
• Resource Management: Kubernetes HPA
• Metrics: Kubernetes Metrics Server
• Infrastructure: Compatible with any Kubernetes cluster (local or cloud)

1. Advanced Kubernetes autoscaling mechanisms and architecture
2. Resource optimization techniques for containerized applications
3. Metric-based scaling strategies and implementation
4. Production-grade deployment configurations
5. Performance monitoring and optimization in Kubernetes

1. Cloud-native architecture design principles
2. DevOps best practices for scalable applications
3. System reliability engineering concepts
4. Performance optimization strategies
5. Infrastructure automation techniques

Contributions are welcome! Feel free to open an issue or submit a pull request.

• 📧 Email: [email protected]
• 📱 Phone: +65 8936 7705, +8801765 939006
• 🌐 LinkedIn: @TheToriqul
• 🐙 GitHub: @TheToriqul
• 🌍 Portfolio: TheToriqul.com

• Poridhi for providing comprehensive learning resources
• The Kubernetes community for excellent documentation
• NGINX team for maintaining a reliable web server image

Thank you for exploring my Kubernetes autoscaling project. This implementation demonstrates my capabilities in cloud-native technologies and DevOps practices. Happy scaling! 🚀