System: Operational
Technology
Docker

Docker

Containerization platform that packages applications with all dependencies. Build once, run anywhere—from laptop to cloud. Consistent environments, instant startup, efficient resource usage. Used by Netflix, Uber, Spotify, PayPal, and millions of developers worldwide.

Containerization Platform

Why We Build with Docker

Portability

True Portability

Package app with all dependencies. Same container runs on laptop, staging, production. No environment issues, no configuration drift.

Consistency

Consistent Environments

Works on my machine problem solved. Dev, test, prod all identical. Onboard new developers in minutes with docker compose up.

Isolation

Process Isolation

Each container isolated. Dependencies don't conflict. Run Python 2 and Python 3 side by side. Multiple Node versions no problem.

Speed

Fast Startup

Containers start in seconds. VMs take minutes. Scale up instantly. Scale down just as fast. Pay only for what you use.

Efficiency

Resource Efficient

Share host OS kernel. No hypervisor overhead. Run 100s of containers on single host. Much lighter than VMs.

Ecosystem

Huge Ecosystem

Docker Hub with millions of images. Official images for all popular software. Community images for everything else. Build on existing work.

Core Concepts

Docker Fundamentals

Images

Read-only templates with application and dependencies. Built from Dockerfiles. Layered filesystem for efficiency.

FROM node:18-alpine COPY . /app WORKDIR /app RUN npm install CMD node server.js

Containers

Running instances of images. Isolated processes on host system. Ephemeral by default, persistent with volumes.

docker run -p 3000:3000 myapp docker ps docker stop container_id

Volumes

Persistent data storage. Survive container restarts. Share data between containers. Backed by host filesystem.

docker volume create mydata docker run -v mydata:/data myapp

Networks

Connect containers together. Isolated networks per application. DNS resolution by container name.

docker network create mynet docker run --network mynet frontend docker run --network mynet backend

Compose

Multi-container applications. Define services in YAML. Start entire stack with one command. Perfect for development.

docker-compose up docker-compose down docker-compose logs -f

Registries

Store and distribute images. Docker Hub public registry. Private registries for internal images. Push and pull images.

docker push myregistry/myapp:v1 docker pull myregistry/myapp:v1
What We Build

Perfect Projects for Docker

Microservices

Package each service independently. Deploy and scale services separately. Update one service without affecting others. Perfect isolation.

CI/CD Pipelines

Consistent build environments. Test in containers. Deploy same container to production. Reproducible builds every time.

Development Environments

Clone repo, docker-compose up, done. All dependencies included. Same environment for entire team. Onboard in minutes not days.

Cloud Native Apps

Deploy to any cloud platform. AWS ECS, Google Cloud Run, Azure Container Apps. Kubernetes orchestration. Cloud portability.

Legacy Modernization

Containerize old applications. No code changes needed. Run legacy and modern apps together. Gradual migration path.

Database Services

Local dev databases in containers. Postgres, MySQL, MongoDB. Reset to clean state anytime. No installation on host machine.

Batch Processing

Run jobs in containers. Scale workers dynamically. Process tasks and shutdown. Cost effective compute.

Testing Environments

Spin up test env per branch. Isolated test databases. Tear down after tests. Fast parallel testing.

Multi-Tenant SaaS

Isolate customer workloads. Dedicated containers per tenant. Resource limits per customer. Security isolation.

Performance Metrics

Docker Speed & Efficiency

2-5s
Container Startup Time
90%
Less Memory Than VMs
100+
Containers Per Host
10min
New Developer Onboarding
Technology Selection

When to Use Docker

Use Docker

Docker is Perfect When...

  • Need consistent dev/prod environments
  • Microservices architecture
  • CI/CD pipelines
  • Cloud deployments (ECS, Cloud Run, AKS)
  • Multiple language/framework versions
  • Team collaboration on complex apps
  • Want fast deployment and scaling
  • Resource efficiency matters
Consider Alternatives

Other Options When...

  • Simple static sites (use Oracle Cloud/Netlify)
  • Serverless fits better (use Lambda)
  • Need full OS isolation (use VMs)
  • Windows desktop apps (native install)
  • Extreme performance critical (bare metal)
  • Team unfamiliar with containers
  • Legacy apps with kernel dependencies
  • Regulatory requires VMs
Best Practices

Docker Patterns We Use

Multi-Stage Builds

Separate build and runtime stages. Keep final image small. Only include production dependencies. Faster deploys, smaller attack surface.

.dockerignore

Exclude unnecessary files from build context. Faster builds, smaller images. Like .gitignore for Docker. Ignore node_modules, .git, logs.

Health Checks

Define HEALTHCHECK in Dockerfile. Orchestrators know when container ready. Auto-restart unhealthy containers. Monitor application state.

Non-Root User

Run containers as non-root user. Security best practice. Limit damage if compromised. Use USER directive in Dockerfile.

Layer Caching

Order Dockerfile steps by change frequency. Dependencies before code. Leverage build cache. Faster rebuilds during development.

Environment Variables

Configure via environment not code. Same image, different configs. Pass secrets via env vars. 12-factor app pattern.

Business Impact

Why Teams Choose Docker

Docker eliminates environment inconsistencies. Developers spend less time debugging environment issues, more time building features. Deploy in minutes not hours. Scale effortlessly. Lower infrastructure costs with efficient resource usage.

Faster Development

Onboard developers in minutes. Consistent environments eliminate debugging time. More time building features, less time fixing configs.

Reliable Deployments

Same container from dev to production. No surprises in staging. Rollback is just deploying previous image. Zero downtime deployments.

Easy Scaling

Start new containers in seconds. Horizontal scaling trivial. Handle traffic spikes automatically. Scale down to save money.

Cloud Portability

Run anywhere that supports Docker. Switch clouds without rewriting. No vendor lock-in. Multi-cloud strategy possible.

Cost Efficiency

Better resource utilization than VMs. Run more apps on same hardware. Pay only for compute you use. Serverless container options.

Microservices Ready

Perfect for microservices architecture. Isolate services. Deploy independently. Scale services based on demand.

Ready to Containerize Your Application?

Let's package your application with Docker for consistent, portable deployments anywhere. Free consultation to design your container strategy and migration plan.