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Load Balancing

Load Balancing architecture
Load Balancing architecture

Overview

A load balancer is a component that distributes incoming requests across a pool of backend servers so that no single server is overwhelmed. It also improves availability by routing traffic only to healthy servers, and it is a prerequisite for scaling a stateless service horizontally.

🧠 Mental model: A load balancer is the host at a restaurant - directing each arriving guest to a table that isn't too full, and seating no one at a broken table.

Key Concepts

A load balancer exposes a single virtual endpoint to clients and forwards each request to one backend from its pool. It continuously runs health checks and removes failing servers from rotation, which is what turns a set of interchangeable servers into a fault-tolerant tier. The choice of which backend receives a request is made by a load balancing algorithm.

Layer 4 load balancing

A Layer 4 load balancer operates at the transport layer and routes by IP address and TCP/UDP port without inspecting the payload. Because it forwards packets or connections without parsing application data, it is fast and protocol-agnostic, but it cannot make decisions based on the content of a request such as its URL path.

Layer 7 load balancing

A Layer 7 load balancer operates at the application layer and can read HTTP details such as the path, headers, and cookies. This enables content-based routing, TLS termination, sticky sessions, and request rewriting, at the cost of more processing per request because it parses the full application message.

Difference between Layer 4 and Layer 7

Aspect Layer 4 Layer 7
OSI layer Transport (TCP/UDP) Application (HTTP/HTTPS)
Routes by IP address and port URL path, headers, cookies
Payload inspection No Yes
Throughput Higher, less overhead Lower, more processing
Capabilities Fast connection forwarding Content routing, TLS termination, sticky sessions
Typical use Raw TCP/UDP or max throughput HTTP APIs & websites needing smart routing

A Layer 7 load balancer is a specialized reverse proxy: both sit in front of servers and forward client requests, but a load balancer's defining job is distributing load across a pool.

Trade-offs

The trade-off is speed versus intelligence. Layer 4 forwards with minimal overhead and works for any protocol, making it ideal when raw throughput matters or when the traffic is not HTTP. Layer 7 costs more per request but unlocks routing decisions that a modern web system depends on, such as sending /api and /images to different backend pools or terminating TLS centrally. Many architectures combine both: an L4 balancer at the edge for volume, fronting L7 balancers for smart routing.

Interview Tips

  • State whether you need Layer 4 or Layer 7 and back it with a concrete need, such as path-based routing or TLS termination for Layer 7.
  • Mention health checks explicitly, because removing unhealthy servers is central to availability.
  • Avoid making the load balancer a single point of failure: note that it is typically deployed as a redundant pair or a managed, replicated service.

Summary

  • A load balancer spreads requests across a pool of servers and routes around failures.
  • Layer 4 routes by IP and port without inspecting the payload, favoring throughput.
  • Layer 7 routes on HTTP content, enabling smart routing and TLS termination.
  • The backend for each request is picked by a load balancing algorithm.
  • Deploy the load balancer redundantly so it is not itself a single point of failure.