~/talks

Virginia Diana Todea

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Observability’s Sixth Sense: Detecting Anomalies in MetricsBerlin Buzzwords 20262026-06-07
Shows a live workflow that wires OpenTelemetry into VictoriaMetrics queries and a backend that runs MAD, Z‑score and Prophet models, plus an MCP server that…
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Observability’s Sixth Sense: Detecting Anomalies in MetricsJNation 20262026-05-26
Shows a live walkthrough on real metrics stored in Victoria Metrics and visualized in Grafana and MicroK8s, comparing a basic online model and a…
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Panel: Telemetry That MattersObservability Summit North America 20262026-05-21
Claims that >50% of metrics are never queried and one customer hit $2M in telemetry overages motivate concrete fixes: use OpenTelemetry collectors and the…
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A Simple and Practical Guide to Obser...Cloud Native University Europe 20262026-03-24
Explains a minimal Kubernetes observability baseline: a short list of meaningful metrics (API server latencies, request rates, node CPU/memory, pod restarts…
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Who Built This Platform? Alternative Viewpoints on Platform Design - Diana Todea & Elif SamedinPlatform Engineering Day Europe 20262026-03-23
Platform design shows concrete fixes and results: teams replace Terraform/Ansible-as-docs with a single entry deploy flow and diagrams, add preview queries and…
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Panel: Platform Resilience, Built...Platform Engineering Day Europe 20262026-03-23
Panel argues belonging equals resilience and gives concrete levers: Merge Forward (CNCF) runs a mentoring program and community hub to boost participation…
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From zero to developer: my one year serendipity journey with OpenTelemetryOpen Source Monitoring Conference 20252025-11-18
One-year journey from zero to developer: builds a proof of concept to replace a commercial APM with OpenTelemetry, forks the demo to add a VictoriaMetrics…
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Lightning Talk: Building Prometheus for Platform EngineeringPromCon EU 20252025-10-21
Quick, humorous lightning riff that tries to define platform engineering by showing a GPT-generated blueprint: it lists concrete components like scraping and…
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Cutting Through Metrics Cardinality Noise with VictoriaMetricsSREday London 2025 Q32025-09-18
Explains why high metric cardinality drives CPU, memory, storage and query latency, shows a live cardinality explorer demo in the VictoriaMetrics UI that lists…
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Lightning Talk: From Zero To Developer: My One Year Serendipity Journey With OpenTele...Open Observability Summit + OTel Community Day 20252025-06-26
Built a proof of concept using NodeJS and PHP SDKs that reaches staging but does not go to production due to limited engineering headcount, European compliance…
Lightning on
From zero to developer my one year serendipity journey with OpenTelemetryDevOpsDays Amsterdam 20252025-06-18
Contribution starts with an 8–9 month effort creating the OpenTelemetry Certified Associates exam, then moves to a company proof‑of‑concept: deploy collector…
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Open source observability for private cloud: mission impossible or not?Open Source Monitoring Conference 20242024-11-19
Company runs hybrid private/public clouds (Swisscom, OVH) with a five‑person SRE team and legacy apps, using Prometheus + Grafana for metrics, Filebeat →…
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Generative AI: bliss or miss?DevOps Barcelona 20242024-11-14
Claims GenAI is practical for SRE work by wiring observability into LLM pipelines and shipping a working AI assistant prototype that uses logs, traces and SLOs…
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Serverless Observability: a case study of SLOsMonitorama PDX 20242024-06-10
Elastic migrates observability to Kubernetes by building SLOs on transforms that summarize data and scale across clusters; transforms roll up to one document…
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Diving through RCAs a quest for reliabilityDevOpsDays Geneva 20242024-05-13
Postmortem analysis at Elastic finds top root causes are upgrades, network changes and security, and one live kernel patch causes a region outage impacting…
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Statuscake vs Kibana alertingSREday 2023 London2023-09-14
Elastic replaces external uptime checks with in-house Synthetic monitoring that triggers Kibana alerting, automating monitor deployment from a GitHub repo…
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