Programming

The complete guide to System Design

What is System Design?
System Design fundamentals
- Horizontal and vertical scaling
- Microservices
- Proxy servers
- CAP theorem
- Redundancy and replication
- Storage
  - Block storage
  - File storage
  - Object storage
  - Redundant Disk Arrays (RAID)
- Message queues
  - Kafka
- File systems
  - Google File System (GFS)
  - Hadoop Distributed File System (HDFS)
System Design patterns
- Bloom filters
- Consistent hashing
- Quorum
- Checksum
- Merkle trees
- Leader election
Databases
- Relational databases
  - MySQL
  - PostgreSQL
- SQL joins
- Non-relational databases
  - MongoDB
- How to choose a database
- Database schemas
- Database queries
- ACID properties
- Database sharding and partitioning
- Database indexing
What are distributed systems?
Distributed system failures
Distributed system fundamentals
- MapReduce
- Stateless and stateful systems
- Raft
Distibuted system design patterns
Scalable web applications
- DNS and load balancing
- N-tier applications
- HTTP and REST
- Stream processing
- Caching
  - Cache invalidation
  - Cache eviction
Machine learning and System Design
Containerization and System Design
The cloud and System Design

Reference