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K-Means clustering algorithm using Apache Flink. Project for the course: Middleware Technologies for Distributed Systems.

This repository has been archived on 2019-08-09. You can view files and clone it, but cannot push or open issues or pull requests.

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Geoffrey Frogeye e94e4c0ce1 Iterative clustering		2019-01-24 15:30:36 +01:00
src/main	Iterative clustering	2019-01-24 15:30:36 +01:00
.gitignore	Basic scaffold	2019-01-23 23:14:35 +01:00
genVectors.py	Basic scaffold	2019-01-23 23:14:35 +01:00
plotClassification.py	One time calculations	2019-01-24 15:10:28 +01:00
pom.xml	Basic scaffold	2019-01-23 23:14:35 +01:00
README.md	Basic scaffold	2019-01-23 23:14:35 +01:00

Usage

Compile job data

mvn package

Generate vectors to cluster

./genVectors.py $DIMENSION $NUMBER > $FILE

(example: ./genVectors.py 2 15 > myInput.csv)

Run

flink run target/project-*.jar --input $INPUT --output $OUTPUT