Streaming Systems

Topics

• Stream vs batch
• Event time
• Processing time
• Windows
• Watermarks
• Late-arriving events
• Stateful processing
• Checkpointing
• Replay
• Backpressure
• Stream partitioning

Design problems

• Real-time fraud detection
• Clickstream analytics
• Real-time metrics
• Streaming ETL