![Lambda vs. Kappa Architecture. A Guide to Choosing the Right Data Processing Architecture for Your Needs Lambda vs. Kappa Architecture. A Guide to Choosing the Right Data Processing Architecture for Your Needs](https://nexocode.com/cdn-cgi/image/width=600,quality=75/images/stream-processing-app.webp)
Lambda vs. Kappa Architecture. A Guide to Choosing the Right Data Processing Architecture for Your Needs
![A brief introduction to two data processing architectures — Lambda and Kappa for Big Data | by Iman Samizadeh, Ph.D. | Towards Data Science A brief introduction to two data processing architectures — Lambda and Kappa for Big Data | by Iman Samizadeh, Ph.D. | Towards Data Science](https://miro.medium.com/v2/resize:fit:1200/1*EoY9aK7tk34Q9xl_DqGIfg.png)
A brief introduction to two data processing architectures — Lambda and Kappa for Big Data | by Iman Samizadeh, Ph.D. | Towards Data Science
![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
Aurimas Griciūnas on X: "What is the difference between 𝗟𝗮𝗺𝗯𝗱𝗮 𝗮𝗻𝗱 𝗞𝗮𝗽𝗽𝗮 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲𝘀? Lambda and Kappa are both Data architectures proposed to solve movement of large amounts of data for reliable Online
![Unite Real-Time and Batch Analytics Using the Big Data Lambda Architecture, Without Servers! | AWS Big Data Blog Unite Real-Time and Batch Analytics Using the Big Data Lambda Architecture, Without Servers! | AWS Big Data Blog](https://d2908q01vomqb2.cloudfront.net/b6692ea5df920cad691c20319a6fffd7a4a766b8/2017/09/09/real-time-batch-lambda_1.gif)
Unite Real-Time and Batch Analytics Using the Big Data Lambda Architecture, Without Servers! | AWS Big Data Blog
![A brief introduction to two data processing architectures — Lambda and Kappa for Big Data | by Iman Samizadeh, Ph.D. | Towards Data Science A brief introduction to two data processing architectures — Lambda and Kappa for Big Data | by Iman Samizadeh, Ph.D. | Towards Data Science](https://miro.medium.com/v2/resize:fit:1248/1*BWBSroFVpWPmcdMDnIWJjA.png)