A system is needed to detect any unusual behavior on a monitored server and alert the user as soon as possible. How would you design such a system using time series anomaly detection techniques?

Interview question asked to Machine Learning Engineers interviewing at Yahoo, BuzzFeed, Adobe and others: A system is needed to detect any unusual behavior on a monitored server and alert the user as soon as possible. How would you design such a system using time series anomaly detection techniques?.