How to do distributed computations on GCP?
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We plan on spltting some heavy ML calculations to a distributed computation design to have faster results.
We can only deploy to Google Cloud Platform (GCP), not AWS or Azure.
I saw MATLAB Parallel Server, could this fit our needs or is it exclusive to AWS?
Could the startup license with Simulink work instead?
Walter Roberson on 5 Sep 2022
The pre-built solutions that are posted are listed at https://www.mathworks.com/solutions/cloud/resources.html and do not mention Google.
However, the team responsible for cloud solutions actively works with people for other systems. You should contact them through the link on the above page.
David Willingham on 6 Sep 2022
How would you like to split the heavy ML calculations? Are they for training or inference? How are you looking to deploy?
There are a couple of options, either going through parallal server as you mention, or utilize container based workflows.