aryanGupta-09 / Kmeans-using-MapReduce

K-means clustering algorithm using MapReduce.

Kmeans-using-MapReduce

A scalable K-Means clustering system with MapReduce paradigm and gRPC communication. This project showcases the seamless coordination between masters, mappers, and reducers to enable efficient data analysis, fostering cluster discovery and insights.

Tech Stack

 

Installation

1. Clone the repo

  git clone https://github.com/aryanGupta-09/MapReduce.git

2. Go to the project directory

  cd MapReduce

3. Generate the Python code for gRPC

  python -m grpc_tools.protoc -I. --python_out=. --grpc_python_out=. kmeans.proto

4. Update Input/points.txt

5. Run the Python files