Costa Tsaousis builds observability tools as the founder and CEO of Netdata. He focuses on applying machine learning to infrastructure monitoring, helping engineering teams spot issues across complex systems before they escalate.
He designs systems that train independent models for individual metrics. As he shared in his World Congress session, finding a convergence of these localized anomalies is key to predicting broader failures and uncovering malicious attacks.