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Are You Using a Distributed List Square Approximation?
You run an arema model, which is popular and powerful. Have you considered whether or not the technique would benefit from exploring other methodologies? I have built up the found nto codelarasy, that it distributed the least square approximation that works with any objective function. So i think ther is potential to extend to others, but we didn't have much time to validate.