Require the parameters that will affect CPU. So that the prediction can be more effective.
there are countless amount of articles in the net explaining *nix cpu metrics and their meaning.
quick search in one popular search engine produced 30 million results in 0.41 seconds. here are the top 3 results
take a look, bring the data to splunk, get a wide enough set of data, use the MLTK to try and find correlation between different metrics.
please share your knowledge with us.
hope it helps