How Parallel Programs are Developed in Java (Part 1)

This video gives an overview of the Java fork-join framework, which defines an object-oriented data parallelism programming model that provides high performance, fine-grained task execution.

[freeschool]

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[Bill-gcbt]

Thanks for the great videos. I've been writing code for more than ten years (mainly in C++), but I've never used parallel programming before. I'm working on a machine learning application for preprocessing one million files. Note that the processing of each file is completely independent of all the other files. As a simplification, imagine I read the bytes from each file, perform some transformation on those bytes, and write out the transformed bytes to a new file. Can you point me down the right path for the best way to accomplish this task in Java in a parallel manner? Note that my machine has about 100 cores available. Thanks in advance!