OpenTelemetry collector buffers spans from the node/cluster it resides in, sending only necessary data to the centralized trace backend for decision-making. The backend then requests raw spans only if the trace is marked as sampled.

📆 When?
March 24th - 5 pm CET
📍 Where?
Hall 12

See you in the Netherlands! 👇
bit.ly/4uvX4O3

#TechTalk #Observability #Monitoring #metrics

Retroactive Sampling with OpenTelemetry: Cut 90% Distributed Tracing Bandwidth Usage - Roman Khavronenko & Zhu Jiekun, VictoriaMetrics

Have you considered the traffic consumed by tail-sampling traces in large-scale setups, where:1. Apps run across clusters/AZs.2. Trace spans from apps must be sent to an intermediate OpenTelemetry collector for tail-sampling.

^bit.ly

#VictoriaMetrics will be at #KubeCon Europe 2026 in Amsterdam.

🎤 @dianatodea, our developer advocate, and Elif Samedin - airdna.co, will present "Who Built This Platform? Alternative Viewpoints on Platform Design"

When?
📅 March 23 · 09:25 CET
Where?
📍 Hall 8 · Room F

See you in Amsterdam!
bit.ly/4sa2Sv1

#Observability #Monitoring #metrics

📅 March 23–26
📍 Europa-Park, Rust
If you’re attending, let’s connect to discuss how teams are scaling #observability, #logs, #metrics, and cloud monitoring efficiently and how VictoriaMetrics helps make high-volume #monitoring more reliable and cost-effective.
We’re looking forward to meeting fellow engineers, architects, and operators shaping the future of cloud.

bit.ly/47my81r

CloudFest: The World's #1 Cloud Industry Conference

CloudFest is the world's top internet infrastructure industry event. Take part in the #1 cloud conference in the world!

^{WHD Event GmbH}

Test VictoriaMetrics Anomaly Detection models before deployment.
Check out our public playground for VictoriaMetrics Anomaly Detection, designed to help you get insights from timeseries-like data for unexpected changes in behavior.
Try it out:
🟣 #Metrics playground - hubs.li/Q04281D20

📋 #Logs playground - hubs.li/Q0427_Hq0

🧵 #Traces playground - hubs.li/Q04281tt0

#SRE #AnomalyDetection #VictoriaMetrics

Come as you are. Bring your stories from the day.
Let’s unwind.
RSVP to save your spot.
bit.ly/4rWm7bm

#Monitoring #metrics #traces #techevents #DevOps #sre