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
![apache spark - What is the difference between Kappa architecture and simply using the stream processing? - Stack Overflow apache spark - What is the difference between Kappa architecture and simply using the stream processing? - Stack Overflow](https://i.stack.imgur.com/HUN6G.png)
apache spark - What is the difference between Kappa architecture and simply using the stream processing? - Stack Overflow
![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
![Real-Time Sales Analytics using Kappa Architecture | by Sysco LABS Sri Lanka | Sysco LABS Sri Lanka | Medium Real-Time Sales Analytics using Kappa Architecture | by Sysco LABS Sri Lanka | Sysco LABS Sri Lanka | Medium](https://miro.medium.com/v2/resize:fit:840/1*yCu6TD98bX0uyPjgNeDX3w.png)