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Serverless Architecture

Focus on code, not infrastructure - pay only for what you use

Imagine you want to bake a cake:

  • Traditional (Servers): Buy an oven, maintain it, keep it running 24/7 even when not baking. Pay for electricity always.
  • Serverless: Use a communal kitchen. Pay only when you bake. Someone else maintains the oven. You just bring your recipe!

That’s serverless - you write code (recipe), cloud provider handles servers (kitchen), you pay only when code runs (when baking)!


Diagram

No Server Management

Zero server administration. No provisioning, patching, or scaling infrastructure. Focus 100% on code.

Auto-Scaling

Automatically scales from 0 to millions of requests. Handle traffic spikes without pre-provisioning.

Pay-Per-Use

Pay only for actual compute time. No idle server costs. $0 when not running.

Fast Iteration

Deploy functions in seconds. No infrastructure changes. Quick experiments and MVPs.


First invocation takes longer due to initialization.

Impact:

  • Python/Node.js: 100-500ms
  • Java/.NET: 1-3 seconds

Mitigation: Keep functions warm, use provisioned concurrency

PlatformMax Time
AWS Lambda15 minutes
Google Cloud Functions9 minutes
Azure Functions10 minutes

Tight coupling to cloud provider APIs.

  • No SSH access
  • Distributed tracing required
  • Local testing difficult

  1. Variable workloads - traffic spikes, seasonal patterns
  2. Event-driven tasks - file uploads, webhooks, streams
  3. Short-running operations - API requests, data transformation
  4. Rapid prototyping - MVPs, experiments
  5. Low-to-medium traffic - cost-effective at scale
  1. Long-running processes - video rendering, ML training
  2. Latency-critical - sub-millisecond requirements
  3. Consistent high load - traditional servers cheaper
  4. Heavy state - long-lived connections
  5. Special hardware - custom GPUs, kernels

Pay for What You Use

Zero cost when idle. Perfect for variable workloads. Can be expensive for consistent high traffic.

Event-Driven by Nature

Built for event-driven architectures. Responds to triggers automatically. Natural fit for modern apps.

Trade-offs Exist

Cold starts, execution limits, vendor lock-in. Not a silver bullet. Choose wisely based on use case.

Focus on Business Logic

No infrastructure management. Faster time-to-market. Perfect for startups and MVPs.



  • “Serverless Architectures on AWS” by Peter Sbarski
  • “Serverless Design Patterns” by Brian Zambrano
  • AWS Lambda Documentation - Official comprehensive guide
  • “Building Serverless Applications” - Practical patterns
  • ServerlessLand.com - Patterns, examples, and best practices