What are the pros and cons of Lambda architecture vs Kappa architecture? #snowplow

Lambda architecture combines batch and real-time processing:
- Pros: Processes both historical and real-time data.
- Cons: Requires maintaining two separate systems, increasing complexity.

Kappa architecture simplifies this by using a single stream-processing layer:
- Pros: Processes all data in real time, ensuring efficiency.
- Cons: May not support certain legacy batch workflows as easily as Lambda

Snowplow’s event pipeline and trackers support both architectures, giving you flexibility in building real-time batch systems.

Видео What are the pros and cons of Lambda architecture vs Kappa architecture? #snowplow канала Snowplow