The Kappa Architecture for Online Machine Learning • January 09, 2022
First, a hybrid approach called the lambda architecture was introduced. This approach involves having a batch layer, a speed (stream) layer, and a serving layer. The lambda architecture provides a good balance between speed and reliability. However, the complexity introduced by having both batch and streaming pipelines can make such an architecture hard to maintain, migrate or reorganise . Due to…
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