A modern platform team

Imagine you run a K8s platform for an enterprise. Instead of filling an IT ticket and waiting weeks for a dedicated storage drive, developer teams use your Multi-Tenant S3-Compatible Storage-as-a-Service:

  1. The DevOps Team applies a small manifest asking for an S3 bucket to store automated daily database backups.

  2. The Data Science Team requests a massive, high-throughput S3 bucket to feed raw data into an AI model training pipelines.

The operator instantly partitions the underlying hardware, configures separate encryption keys via cert-manager, applies resource limits, and hands both teams a unique URL endpoint. Both teams write code using the exact same standard AWS S3 libraries, entirely unaware they are sharing the exact same physical servers underneath.

Would you like to see how MinIO or Rook-Ceph isolates tenants using K8s namespaces, or look at a sample IAM policy used to control S3 bucket access?
An application flow

The application flow (regarding checking cache, asking database, and storing logs).

Inside architecture of our application

  • We can use Oracle/Percona MySQL when we need a bulletproof, transactional source of truth for critical business data (e.g., user profiles, financial ledgers, shopping carts).

  • Opstree Redis when require a blazing-fast caching layer, session store, or message broker to sit in front of our database and offload heavy traffic.

  • ECk is an analytics and observability engine to parse millions of application logs, infrastructure metrics, or power deep search bar inside our website.