PKMeansSim : Parallel K-Means Simulator

Parallel K-Means Simulator is the program to learn K-means algorithm and Map-Reduce paradigm efficiently.

Download

• version 1.0 : Windows

Features

• Visualize each step of Parallel K-means algorithm.
• Customizable parameters (K, B, N)
• Experiments with 2 data distribution (uniform, KBlock)

Screenshot

1. Master Node : Shows every points in the algorithm. Runs Reduce phase.
2. Data Node : Shows arallized processing on data nodes. Runs Map & Combine phase.
3. Log : Records event logs.
4. Functional buttons : Set of buttons to control PKMeansSim. From left, 'Configuration', 'Algorithm describe figure', 'Data generation', 'Interval of visualize each step', 'Start PKMeansSim', 'Pause', 'Shows next step'.