Consistent Hashing Unveiled

Table of Contents

1. Hashing Fundamentals
- Introduction to Hash Functions
- Exploring Hash Tables
- Collisions and Resolutions

2. Distributed Systems Anatomy
- Components and Structures
- Communication and Synchronization
- Fault Tolerance and Recovery

3. Load Balancing Strategies
- Defining Load Balancing
- Traditional Balancing Techniques
- Challenges in Uniform Distribution

4. The Inception of Consistent Hashing
- Historical Context
- The Algorithm Breakdown
- Initial Applications and Impact

5. Key Distribution in Action
- Assigning and Locating Keys
- Handling Hotspots
- Ensuring Even Distribution

6. Managing Server Changes
- Adding and Removing Nodes
- Impacts on Distribution
- Graceful System Scaling

7. Real-world Implementations
- Consistent Hashing in Production
- Case Studies: From Web to Cloud
- Adaptations and Variants

8. Virtual Nodes and Beyond
- The Virtual Node Concept
- Enhanced Flexibility with Virtual Nodes
- Comparing with Physical Node Strategies

9. Advanced Theories in Consistent Hashing
- Mathematical Foundations
- Theoretical Analysis and Proofs
- Cutting-edge Research

10. System Architectures
- Design Patterns
- Building Robust Systems
- Lessons from Large-scale Deployments

11. Monitoring and Maintenance
- Tools and Techniques
- Performance Benchmarking
- Proactive System Management

12. The Future of Distribution
- Evolving Needs and Solutions
- Innovations on the Horizon
- Preparing for the Next Wave of Challenges