🧑💻 Author: RK ROY
📋 Real-World Case Studies
This section contains comprehensive case studies that demonstrate how to apply Low-Level Design principles and patterns to solve real-world problems. Each case study includes requirements analysis, design decisions, implementation, and explanations of the patterns used.
🎯 What You'll Learn
- How to approach system design from requirements to implementation
- When and how to apply design patterns in practice
- How different patterns work together in real systems
- Trade-offs in design decisions
- Best practices for maintainable, scalable code
📚 Available Case Studies
🅿️ 1. Parking Lot System
Complexity: Beginner to Intermediate
Patterns Used: Factory Method, Strategy, State, Observer
Concepts: OOP fundamentals, state management, payment processing
What you'll learn:
- Vehicle type hierarchy design
- Parking spot allocation strategies
- Payment processing systems
- State management for parking spots
- Event-driven notifications
🏢 2. Elevator System
Complexity: Intermediate to Advanced
Patterns Used: State, Command, Observer, Strategy
Concepts: State machines, concurrent processing, scheduling algorithms
What you'll learn:
- Complex state machine design
- Command queuing and processing
- Scheduling algorithms (FCFS, SCAN, LOOK)
- Thread-safe operations
- Real-time system considerations
💬 3. Chat Application
Complexity: Intermediate
Patterns Used: Observer, Command, Mediator, Factory
Concepts: Real-time messaging, user management, message routing
What you'll learn:
- Message routing and delivery
- User presence management
- Group chat functionality
- Message persistence
- Real-time updates
📚 4. Library Management System
Complexity: Beginner to Intermediate
Patterns Used: Repository, Factory, Template Method, Strategy
Concepts: CRUD operations, data modeling, business rules
What you'll learn:
- Book and member management
- Borrowing and return workflows
- Fine calculation strategies
- Search and filtering capabilities
- Data persistence patterns
🛒 5. E-commerce System
Complexity: Advanced
Patterns Used: Strategy, Decorator, Observer, Factory, Command
Concepts: Complex business logic, payment processing, inventory management
What you'll learn:
- Product catalog management
- Shopping cart functionality
- Multiple payment methods
- Order processing pipeline
- Inventory tracking
- Discount and promotion systems
📱 6. Social Media Feed
Complexity: Advanced
Patterns Used: Observer, Strategy, Decorator, Composite
Concepts: Feed algorithms, content filtering, user interactions
What you'll learn:
- Feed generation algorithms
- Content filtering and ranking
- User interaction tracking
- Privacy and security considerations
- Performance optimization techniques
🎮 7. Online Gaming System
Complexity: Expert
Patterns Used: State, Command, Observer, Flyweight, Prototype
Concepts: Real-time systems, performance optimization, scalability
What you'll learn:
- Game state management
- Player action processing
- Real-time multiplayer considerations
- Performance optimization
- Scalability patterns
🎯 Learning Path Recommendations
🔰 For Beginners
Start with these case studies to build foundational understanding:
- Library Management System - Basic CRUD operations and business logic
- Parking Lot System - State management and simple patterns
- Chat Application - Event-driven architecture basics
🚀 For Intermediate Developers
Build upon fundamentals with more complex scenarios:
- Elevator System - Complex state machines and concurrency
- E-commerce System - Advanced business logic and multiple patterns
- Social Media Feed - Performance and scalability considerations
🏆 For Advanced Practitioners
Tackle the most complex scenarios:
- Online Gaming System - Real-time systems and optimization
- E-commerce System (advanced features) - Distributed systems concepts
- Social Media Feed (scalability focus) - High-performance architectures
📊 Case Study Comparison
Case Study | Complexity | Patterns Count | Key Learning |
---|---|---|---|
Library Management | ⭐⭐ | 4 | CRUD, Basic Business Logic |
Parking Lot | ⭐⭐ | 5 | State Management, Payment Processing |
Chat Application | ⭐⭐⭐ | 6 | Real-time Communication, Event Handling |
Elevator System | ⭐⭐⭐⭐ | 7 | Complex State Machines, Concurrency |
E-commerce | ⭐⭐⭐⭐ | 8 | Advanced Business Logic, Multiple Integrations |
Social Media Feed | ⭐⭐⭐⭐⭐ | 6 | Performance Optimization, Scalability |
Gaming System | ⭐⭐⭐⭐⭐ | 9 | Real-time Systems, High Performance |
🛠️ How to Use These Case Studies
1. Understand Requirements
- Read the problem statement carefully
- Identify functional and non-functional requirements
- Note any constraints or assumptions
2. Analyze the Solution
- Study the class diagrams and relationships
- Understand the design decisions made
- Identify the patterns used and why
3. Examine the Code
- Look at the implementation details
- Understand how patterns are implemented in code
- Note the trade-offs and alternatives
4. Practice and Extend
- Implement the solution yourself
- Add new features or modify existing ones
- Try different approaches or patterns
5. Review and Reflect
- Compare your solution with the provided one
- Identify areas for improvement
- Document lessons learned
🎨 Design Patterns Usage Across Case Studies
🔗 Cross-Case Study Concepts
Common Design Elements
- User Management: Present in most systems
- State Management: Critical for dynamic systems
- Event Handling: Essential for responsive systems
- Data Persistence: Required for most applications
- Validation and Error Handling: Universal concerns
Reusable Components
Many components can be reused across different case studies:
- Authentication and authorization systems
- Notification services
- Payment processing modules
- Logging and monitoring systems
- Configuration management
📚 Additional Resources
Books
- "System Design Interview" by Alex Xu
- "Designing Data-Intensive Applications" by Martin Kleppmann
- "Clean Architecture" by Robert C. Martin
Online Resources
- High Scalability case studies
- Engineering blogs from major tech companies
- Open source project architectures
🎓 Assessment and Practice
Self-Assessment Questions
For each case study, ask yourself:
- Understanding: Can I explain the system architecture without looking at the solution?
- Application: Can I identify which patterns are used and why?
- Extension: Can I add new features using the same design principles?
- Alternatives: Can I suggest different approaches or improvements?
Practice Exercises
- Modify Existing Systems: Add new features to the provided case studies
- Combine Systems: Create a system that combines elements from multiple case studies
- Scale Up: Design how you would handle increased load or users
- New Case Studies: Create your own case study for a domain you're familiar with
🚀 Getting Started
Ready to dive into real-world system design? Start with the Parking Lot System for a gentle introduction, or jump to any case study that interests you most!
Remember: The goal is not just to understand the solution, but to learn the thinking process behind good system design.
Happy Designing! 🎉