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HLDsystem_design~25 mins

Reverse proxy concept in HLD - System Design Exercise

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Design: Reverse Proxy System
Design focuses on the reverse proxy component between clients and backend servers. Does not cover backend server internals or client applications.
Functional Requirements
FR1: Accept client requests and forward them to appropriate backend servers
FR2: Hide backend server details from clients
FR3: Distribute incoming traffic to multiple backend servers for load balancing
FR4: Cache responses to improve performance
FR5: Provide security features like filtering and SSL termination
FR6: Handle failures of backend servers gracefully
Non-Functional Requirements
NFR1: Must handle 10,000 concurrent client connections
NFR2: API response latency p99 should be under 150ms
NFR3: Availability target of 99.9% uptime
NFR4: Support HTTPS connections from clients
NFR5: Support backend servers running HTTP
Think Before You Design
Questions to Ask
❓ Question 1
❓ Question 2
❓ Question 3
❓ Question 4
❓ Question 5
❓ Question 6
Key Components
Listener to accept client connections
Load balancer to distribute requests
Cache layer for storing responses
Health checker for backend servers
SSL termination module
Logging and monitoring system
Design Patterns
Load balancing patterns
Caching strategies (write-through, write-back)
Circuit breaker for backend failures
SSL termination and offloading
Reverse proxy as a gateway pattern
Reference Architecture
Client
  |
  v
Reverse Proxy
  |-- Listener (HTTPS)
  |-- SSL Termination
  |-- Load Balancer
  |-- Cache
  |-- Health Checker
  |-- Security Filters
  |
  v
Backend Servers (HTTP)
Components
Listener
Nginx or HAProxy
Accepts incoming client connections over HTTPS
SSL Termination
OpenSSL library integrated in proxy
Decrypts HTTPS requests to HTTP for backend communication
Load Balancer
Round robin or least connections algorithm
Distributes requests evenly across backend servers
Cache
In-memory cache like Redis or built-in proxy cache
Stores frequently requested responses to reduce backend load
Health Checker
Periodic HTTP checks
Monitors backend server availability and removes unhealthy servers
Security Filters
IP filtering, rate limiting modules
Protects backend servers from malicious or excessive requests
Request Flow
1. Client sends HTTPS request to reverse proxy listener
2. SSL Termination decrypts request to HTTP
3. Load Balancer selects a healthy backend server
4. If cached response exists, return it directly to client
5. Otherwise, forward request to backend server
6. Backend server processes and sends response to proxy
7. Cache stores response if eligible
8. Reverse proxy encrypts response and sends back to client
Database Schema
Not applicable as reverse proxy typically does not store persistent data. Cache is in-memory or external store like Redis.
Scaling Discussion
Bottlenecks
Single reverse proxy instance limits concurrent connections
Cache size and eviction policy may limit hit rate
Load balancer algorithm may cause uneven load
SSL termination CPU overhead under high traffic
Health checker frequency impacts detection speed
Solutions
Deploy multiple reverse proxy instances behind a DNS load balancer
Use distributed cache with sharding and eviction policies
Implement adaptive load balancing based on server load
Use hardware SSL accelerators or offload SSL to dedicated devices
Tune health check intervals and use asynchronous checks
Interview Tips
Time: Spend 10 minutes understanding requirements and clarifying scope, 20 minutes designing components and data flow, 10 minutes discussing scaling and trade-offs, 5 minutes summarizing.
Explain how reverse proxy improves security and scalability
Discuss SSL termination benefits and challenges
Describe load balancing strategies and cache usage
Highlight failure handling with health checks
Mention scaling techniques and bottleneck mitigation