Predicting Process crash / Memory utlization using machine learning

[Greg KH]

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