mupd8(muppet)
A MapReduce-style framework for processing fast/streaming data, implementing the MapUpdate model.
What is mupd8(muppet)?
MUPD8 is a framework that implements the MapUpdate model, a MapReduce-style approach for processing fast and streaming data. It allows developers to build applications that handle high-velocity data streams efficiently, extending the familiar MapReduce paradigm to real-time scenarios. The project was originally developed and maintained by Walmart Labs for streaming data processing needs.
Data engineers and developers working with real-time streaming data who need a MapReduce-like framework for processing fast data streams. It's suitable for teams familiar with batch MapReduce looking to transition to stream processing.
Provides a familiar MapReduce programming model adapted for streaming data, reducing the learning curve for teams already experienced with batch processing. Based on published research with practical implementation, offering both academic rigor and production-ready framework design.
Overview
Muppet
Use Cases
Best For
- Processing high-velocity data streams in real-time
Related Projects
Found a gem we're missing?
Open-Awesome is built by the community, for the community. Submit a project, suggest an awesome list, or help improve the catalog on GitHub.
