How to Choose the Right Type of Scaling
summary
An IoT system that uses Redis, MongoDB, and ksqlDB stream processing is growing and needs better performance and scalability. The talk analyzes different scaling approaches and then chooses the most suitable scaling strategy for that specific system.
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chapters (11)
- 0:00Conference introduction
- 1:05AKF Scaling Cube basics
- 3:57Vertical vs horizontal scaling
- 6:50IoT system architecture case
- 7:53Scaling Redis approach
- 13:35MongoDB time series scaling
- 20:12Real-time data KSQLDB
- 23:08Choosing scaling method
- 24:42Capacity planning benchmarking
- 26:48Key scaling decisions
- 27:29Q&A
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