Distributed File Storage System Design
Design a distributed file storage and synchronization system like Dropbox, Google Drive, or OneDrive that allows users to store, sync, and share files across multiple devices with real-time collaboration capabilities.
šÆ The SACRED Approach
We'll design this system step-by-step using the SACRED framework - a systematic methodology that mirrors real system design interviews.
S - Scope & Requirements
A - API Design & Entities
C - Core High-Level Design
R - Refinement for Scale
E - Edge Cases & Failures
D - Deep Dives & Details
Scope & Requirements
Define what our file storage system needs to do and how well it should perform.
ā Functional requirements
ā Non-functional requirements
ā Scale estimation
API Design & Entities
Design the core entities and API endpoints that power our file operations.
ā Core entities & relationships
ā REST API design
ā Data models
Core Architecture
Build the fundamental system architecture with file chunking and sync algorithms.
ā File chunking strategy
ā Sync algorithms
ā Basic architecture
Scale Refinement
Optimize for massive scale with sharding, caching, and CDN strategies.
ā Database sharding
ā Multi-layer caching
ā Global distribution
Edge Cases & Failures
Handle conflicts, failures, and security challenges in distributed file sync.
ā Conflict resolution
ā Failure scenarios
ā Security patterns
Deep Dives
Explore advanced topics like operational transforms and merkle trees.
ā Collaborative editing
ā Advanced algorithms
ā Technology choices
šÆ Key Design Decisions We'll Make
š§ File Chunking Strategy
Fixed vs variable-size chunks, optimal chunk size for performance and deduplication
š Sync Algorithm
Delta sync, merkle trees, and efficient change detection across devices
š¾ Storage Architecture
Block storage vs object storage, metadata separation, and replication strategy
ā” Conflict Resolution
Vector clocks, operational transforms, and handling concurrent edits
š Consistency Model
Strong vs eventual consistency trade-offs for metadata and file content
š” Real-time Notifications
WebSocket connections, message queues, and push notification architecture
š What You'll Learn
Core Concepts
- ⢠File chunking and deduplication
- ⢠Delta synchronization algorithms
- ⢠Conflict resolution strategies
- ⢠Distributed metadata management
Advanced Techniques
- ⢠Operational transforms for collaboration
- ⢠Merkle trees for change detection
- ⢠Vector clocks for causality
- ⢠Multi-device consistency patterns
Start Your Journey š
Begin with defining requirements and scope