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Apache Spark is an open source cluster computing system that aims to make data analytics fast — both fast to run and fast to write, originally developed in the AMPLab at UC Berkeley.
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Distributed k-means in Spark
In that link you posted, you can look at the python full solution here at the end and go through it to see what all is distributed.
In short, some parts are distributed, like reading data from the fi …