Costa Tsaousis - Practical AI with Machine Learning for Observability | #open_conf

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#OpenConf2025 Speech from Main Stage (Day 1, November 21 2025): Costa Tsaousis - Practical AI with Machine Learning for Observability In this session Costa Tsaousis goes through a practical application of AI and machine learning for observability in Netdata, focusing on the utilization of anomaly detection for individual components. He emphasized on ML’s role as an advisor rather than an alert mechanism, using multiple independent models to identify significant issues when different metrics indicate simultaneous anomalies. This method enhances the detection of unusual patterns, potentially predicting failures and identifying security breaches. 📢 Subscribe for more insights from Open Conf 2025! #SoftwareCraftmanship #AI #OpenConf2025 ------------------------------------------------------------------------------------------------ O𝜋e\n is an annual technical conference focusing in leading-edge tech topics. In 2025 we focused on AI, Software Craftmanship and Cybersecurity. Oπe\n supported by Greek Software and IT sector including Major IT Companies, Open IT Communities, Startups, Hubs, Universities and Research Centers. Our Mission is to make Greece a strategic destination for companies, hubs, universities, communities and VCs looking for partnerships in global technology ecosystems. ------------------------------------------------------------------------------------------------ Find out more at open-conf.gr