You work on an operations team at an international company that manages a large fleet of on-premises servers located in few data centers around the world. Your team collects monitoring data from the servers, including CPU/memory consumption. When an incident occurs on a server, your team is responsible for fixing it. Incident data has not been properly labeled yet. Your management team wants you to build a predictive maintenance solution that uses monitoring data from the VMs to detect potential failures and then alerts the service desk team. What should you do first?
Select one answer.
Marked answer: B
Community Discussion
Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.
Chose B4
Since when is developing and testing allowed in prod? Answer is B
Chose B2
Option B - because it allows you to efficiently label the data using a heuristic approach (e.g., z-score), and then train an anomaly detection model on that labeled data.
Chose B3
c -> no testing in prod. could lead to risks. Hence B.
