![Real-Time Analytics Using the Kappa Architecture in ~20 Lines of Code with Turbine, Materialize, Spark, & S3 - Meroxa Real-Time Analytics Using the Kappa Architecture in ~20 Lines of Code with Turbine, Materialize, Spark, & S3 - Meroxa](https://20285798.fs1.hubspotusercontent-na1.net/hubfs/20285798/Data%20App%20Spotlight.png)
Real-Time Analytics Using the Kappa Architecture in ~20 Lines of Code with Turbine, Materialize, Spark, & S3 - Meroxa
john kutay on X: "Kappa Architectures are becoming a popular way of unifying real-time (streaming) and historical (batch) analytics. Treating batch and streaming as separate pipelines for separate use cases drives up
What is the difference between Kappa architecture and simply using the stream processing? - Intellipaat Community
![Proposed kappa architecture. Source: compiled by authors with data from... | Download Scientific Diagram Proposed kappa architecture. Source: compiled by authors with data from... | Download Scientific Diagram](https://www.researchgate.net/publication/360141694/figure/fig1/AS:1160667834912768@1653736184011/Proposed-kappa-architecture-Source-compiled-by-authors-with-data-from-30-Apache.jpg)