Re: Predicting Process crash / Memory utlization using machine learning

On Wed, Oct 09, 2019 at 04:40:45PM -0700, prathamesh naik wrote:

Thanks a lot for sharing. One of the problem I am facing is not having enough actual data. I can create simulated data but it is overfitting my algorithm. Second problem is I am not sure what all factors (called features in ML terms) are useful for pattern creation. Some of the factors I could think of were : 1. Memory used 2. CPU 3. shared memory 4. vmstat 5. message queue sizes

There are loads and loads of things you can monitor in a system. See any of the talks by Brendan Gregg http://www.brendangregg.com/ for lots of examples. good luck! greg k-h