Here is a comprehensive list of 100 chapter titles for a Systems Design Exercise learning path, from beginner to advanced, tailored specifically for interview preparation:
- What is Systems Design? Understanding the Basics
- The Role of Systems Design in Tech Interviews
- Key Principles of Good System Design
- Introduction to Scalability: Why It Matters in Systems Design
- Understanding Latency, Throughput, and Availability
- Basic Components of a System: Servers, Databases, and Clients
- Introduction to Cloud Computing and Its Impact on System Design
- The Importance of Fault Tolerance in System Design
- High-Level Architecture vs. Low-Level Design: Understanding the Difference
- Designing for Redundancy: Ensuring System Reliability
- Key Considerations in Designing Distributed Systems
- Understanding CAP Theorem and Its Role in System Design
- Different Types of Databases: Relational vs. NoSQL
- Scaling Strategies: Vertical vs. Horizontal Scaling
- Designing a Basic Web Application Architecture
- How to Design for Load Balancing
- Understanding Caching: Why, When, and How
- The Role of Microservices in System Design
- Stateless vs. Stateful Systems: When to Use Each
- Basic Networking Concepts Every System Designer Should Know
- Introduction to Content Delivery Networks (CDNs)
- Designing for High Availability: Concepts and Techniques
- How to Handle High Traffic with Throttling and Rate Limiting
- Introduction to API Design and RESTful Services
- Basic Security Considerations in Systems Design
- Designing for Internationalization and Localization
- Authentication and Authorization in Systems Design
- How to Handle Session Management
- Basic User Authentication Methods: Cookies vs. Tokens
- Introduction to Logging and Monitoring in Systems Design
- Breaking Down a System Design Problem: Step-by-Step Approach
- Designing for Consistency, Availability, and Partition Tolerance (CAP)
- Database Sharding: How and When to Use It
- Handling Data Consistency in Distributed Systems
- Exploring Event-Driven Architecture
- Service Discovery and Its Role in Microservices Architecture
- Designing a Scalable URL Shortener
- How to Design a Scalable Chat Application
- Designing a Scalable Notification System
- Eventual Consistency vs. Strong Consistency
- Data Replication and Its Impact on Availability and Consistency
- Designing a Distributed Cache: Redis vs. Memcached
- Advanced Load Balancing Techniques
- Dealing with Network Partitions in Distributed Systems
- Designing a High-Volume Search System: Elasticsearch vs. Solr
- Real-Time Data Processing: Tools and Techniques
- How to Design a Scalable File Storage System
- API Rate Limiting: Techniques and Best Practices
- Managing Database Transactions in Distributed Systems
- Building Scalable Logging Systems with ELK Stack (Elasticsearch, Logstash, Kibana)
- Service-Oriented Architecture vs. Microservices: When to Use Each
- Designing a Scalable Video Streaming Service
- Designing a Scalable E-Commerce Platform
- Designing a Scalable Payment Gateway
- Load Testing and Stress Testing Your System Design
- How to Implement Circuit Breakers in Microservices
- Designing for High Throughput: Queues and Messaging Systems
- Introduction to Event Sourcing and CQRS
- Caching Strategies: Cache Invalidation, TTL, and Eviction Policies
- Designing a Real-Time Collaborative Document Editing System
- Designing a Scalable Content Management System (CMS)
- Implementing Content Delivery with a CDN
- Designing a Scalable Search Engine Architecture
- Designing a Geographically Distributed System
- Designing for High-Performance Systems: Low Latency and High Throughput
- How to Design a Scalable Data Warehouse
- Designing for Disaster Recovery: Backup and Restore Strategies
- Integrating Third-Party APIs into System Design
- Authentication in Microservices: OAuth 2.0 and JWT Tokens
- Designing a Scalable Notification System: Email, SMS, Push Notifications
- Designing a Scalable Logging System with High Availability
- Designing a System for Real-Time Analytics
- Managing System Configuration: Configuration Management Tools
- Database Indexing: Optimizing Query Performance
- Designing a Scalable Voting System
- Designing a Real-Time Chat System with Group Chat and Multimedia Support
- Implementing Data Encryption and Security in System Design
- Designing a Recommendation Engine: Collaborative Filtering vs. Content-Based
- Designing a Scalable File Upload/Download System
- How to Implement Rate Limiting and API Throttling
- Designing a Scalable Logging and Monitoring System
- Implementing Authorization in Distributed Systems: RBAC vs. ABAC
- Designing for Fault Tolerance: How to Ensure Your System Stays Online
- How to Design a Scalable Customer Relationship Management (CRM) System
- Exploring Database Normalization vs. Denormalization
- Designing a Real-Time Location Tracking System
- Designing Large-Scale Distributed Systems: Challenges and Best Practices
- Designing for Latency Sensitivity: Low Latency Systems and Techniques
- Handling Consistency in Microservices: Saga Pattern and Eventual Consistency
- Designing Multi-Tenant Systems with Scalability in Mind
- Advanced Database Design: Using Data Lakes for Big Data
- Designing Real-Time Distributed Systems with Apache Kafka
- Advanced Load Balancing: Using Anycast and Global Load Balancers
- Designing for High Availability in Multi-Region Deployments
- How to Design a Multi-Region, Highly Available System
- Designing Serverless Systems: Benefits and Limitations
- How to Use Kubernetes for Distributed Systems Design
- Designing for 100 Million Users: Strategies for Horizontal Scaling
- Understanding and Designing for Multi-Cloud Architectures
- Preparing for a Systems Design Interview: Common Pitfalls and How to Avoid Them
This list of chapters helps you to progress from basic system design concepts to advanced techniques and practices. Each chapter covers crucial aspects of system design, from scalability, high availability, security, and fault tolerance to the application of microservices architecture, real-time systems, cloud solutions, and performance optimizations. By working through these topics, you'll be well-equipped to handle systems design exercises in your interviews.