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→Conclusion
By comparing the run-times of the serial KmeansPlusPlus and the parallelized version, we can see that the performance of the program has improved.
[[File:GraphAssignment2.png|900px]]
The performance improvement is not significant for smaller clusters and iterations. But you can see that the performance has been improved for the higher test cases.
=== Assignment 3 ===