K-means OpenCL

Last updated on Dec 16, 2023
Code
Figure by Chire [CC BY-SA 3.0]

In this project we used the K-means algorithm as an example to learn GPU computing using the OpenCL language.

K-means Clustering OpenCL GPU Java
Lukas Pfannschmidt
Lukas Pfannschmidt
Sr. Machine Learning Engineer

My expertise now encompasses advanced areas in machine learning and backend system optimization. My work in backend optimization, particularly in managing large-scale data efficiently, aligns with key optimization metrics like cost, quality, and speed. I also contribute to improving overall system reliability and observability, significantly reducing error rates and establishing critical technical metrics. These endeavors complement my previous research interests in high-performance computing.