Kubernetes Auto-Scaling Microservices Platform with CI/CD
Three FastAPI microservices on Kubernetes that scale with load, deployed by a GitHub Actions pipeline and monitored in Grafana.
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Compiled for you, not resold
Every codebase is compiled to order, configured with its own database migrations and bundled with a report written to your university’s format, so your submission never matches anyone else’s. Deliverables reach your vault within 10 to 12 working days, depending on demand and how much customisation you ask for.
Problem Statement & Abstract
This project shows how modern companies run software in production. A small online bookstore is split into three independent microservices (catalogue, orders and users), each packaged as a Docker image and deployed to a Kubernetes cluster. When traffic rises, the Horizontal Pod Autoscaler adds replicas automatically based on CPU usage, and removes them when load drops, so the system stays fast without wasting resources.
Every push to the main branch triggers a GitHub Actions pipeline that runs the unit tests, builds and scans the images, pushes them to a container registry and performs a rolling update with zero downtime. If a new version fails its health checks, Kubernetes rolls back to the previous one.
Prometheus collects metrics from every service and Grafana dashboards show request rates, latency, error rates and pod counts in real time. A load-testing script (Locust) is included so you can demonstrate auto-scaling live during your viva. The whole cluster runs locally on Minikube or kind, so no paid cloud account is needed, with optional instructions for deploying to a managed cluster (EKS/GKE).
Key Features
- Three independent FastAPI microservices with separate databases
- Kubernetes Deployments, Services, Ingress, ConfigMaps and Secrets
- Horizontal Pod Autoscaler scaling on CPU load
- GitHub Actions pipeline: test, build, scan, push and deploy
- Rolling updates with automatic rollback on failed health checks
- Prometheus metrics and Grafana dashboards for latency and errors
- Locust load test to demonstrate scaling live
- Runs locally on Minikube or kind; optional EKS/GKE guide
Suitable For
Everything included
+ GST • about $129 USD
Added to your cart
- Delivered in 10 to 12 working days
- Free revisions for 30 days while your guide reviews
- Report written to your university’s format