Using Machine Learning Anomaly/data frame
I want to find the root cause of high CPU and memory, concerning the host and processes. Moreover, if possible error logs and any APM are running, that data too.
I need suggestions about whether are we able to find the root cause if there is a problem. Sometime CPU and RAM goes high but processes or application are running fine and we find that no issue occur into process and applications. AS they are using high CPU and memory for processing just.
So, How can we achieve that using machine learning?
Kindly help me to identify True positive alerts.
Is there any model on hugging face that helps me so let me know.
Is there any other best approach to find the root cause let me know.