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Costa Tsaousis

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Agentic Observability — The Path to AI Co-SREDevOps Pro Europe 20262026-05-19
Claims specific reproducible results: a 18-model consensus engine (theoretical FPR 10⁻³⁶) reduces false positives, a 22 specialized troubleshooting agents…
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Netdata: Open Source, Distributed Observability Pipeline – Journey and ChallengeOpen Source Monitoring Conference 20242024-11-19
Netdata is an open‑source observability pipeline that keeps full‑resolution data at the edge with edge-first agents and optional parent clusters plus a…
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A Powerful Logs Management Solution We All Have and Use but...SREcon24 Europe/Middle East/Africa2024-10-29
systemd-journal is presented as an underestimated, production-ready logs engine that indexes key=value fields, supports forward‑secure sealing for tamper…
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AI with Machine Learning for Observability in NetdataSREday London 20242024-09-19
Netdata implements unsupervised anomaly detection at the edge, training a rolling model per metric every 3 hours on 6 hours of data, keeping 18 models and…
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IGNITE: Practical AI with Machine Learning for Observabilitystackconf 20242024-06-18
Netdata runs distributed edge agents that keep all data locally and emit thousands of per-second time series, then trains 18 ML models per metric to model…
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Netdata: Open Source, Distributed Observability Pipeline – Journey and Challengesstackconf 20242024-06-18
Open-source observability built to collect 3,000 metrics per second on a VM (versus ~100 metrics every 15s in DataDog), store samples at ~0.5 byte/sample with…
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A powerful logs management solution we all have and use, but we underestimateDevOpsDays Geneva 20242024-05-13
Claims that systemd journal is an underrated, production-ready log database: it indexes all fields and values with append-only binary files, offers…
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