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Prometheus: case studies over time

16 case studies across 12 events, oldest first. Generated by wiki find "prometheus"; each moment links to where the talk discusses it.

Organizations: Comcast, DigitalOcean, Etsy, GitLab, Grafana Labs, HashiCorp, Infobip, Itaú Unibanco, Planet, Splunk, Uber, Weaveworks

2017 · KubeCon + CloudNativeCon Europe 2017 (Berlin)

Scaling Organizations Using Kubernetes [I] - Richard Fliam, Comcast VIPER — Comcast

Comcast VIPER shares lessons and mistakes from scaling its engineering organization and microservices with Kubernetes.

  • ▶ 32:27 … monitoring and alarming as they were talking about today in the prometheus you know becomes much simpler the other part with logging on the …
  • ▶ 33:10 … same thing it's it's mostly just six statistical sampling at some point even even with things like Prometheus behind you I will
  • Full transcript

2018 · KubeCon + CloudNativeCon China 2018 (Shanghai)

Canary Deployment With Prometheus - Andrey Markelov, Infobip — Infobip

Infobip shows how it runs canary deployments using Prometheus metrics.

2018 · KubeCon + CloudNativeCon Europe 2018 (Copenhagen)

Feeding Realworld Data into Prometheus Microservice Apps on Kubernetes - Burkhard Noltensmeier

Shows how real-world data was fed into Prometheus for monitoring microservice applications running on Kubernetes.

How We Used Jaeger and Prometheus to Deliver Lightning-Fast User Queries - Bryan Boreham

Federated Prometheus Monitoring at Scale - Nandhakumar Venkatachalam & LungChih Tung

2018 · KubeCon + CloudNativeCon North America 2018 (Seattle)

Adopting Prometheus the Hard Way - Tim Simmons, DigitalOcean — DigitalOcean

2019 · KubeCon + CloudNativeCon Europe 2019 (Barcelona)

M3 and Prometheus, Monitoring at Planet Scale for Everyone - Rob Skillington, Uber — Planet, Uber

2019 · KubeCon + CloudNativeCon North America 2019 (San Diego)

The Great Cardinality Disasters of Our Time - Bryan Boreham, Weaveworks & Chris Marchbanks, Splunk — Weaveworks, Splunk

Weaveworks and Splunk engineers recount real Prometheus high-cardinality disasters and lessons learned.

2020 · KubeCon + CloudNativeCon Europe 2020 - Virtual

Scaling Prometheus: How We Got Some Thanos Into Cortex - Thor Hansen, HashiCorp & Marco Pracucci — HashiCorp

2021 · KubeCon + CloudNativeCon Europe 2021

How We are Dealing with Metrics at Scale on GitLab.com - Andrew Newdigate, GitLab — GitLab

GitLab explains how it handles metrics at scale on GitLab.com.

Better Scalability & More Isolation? The Cortex “Shuffle Sharding” Story - Tom Wilkie, Grafana Labs — Grafana Labs

Grafana Labs tells how shuffle sharding in Cortex improved scalability and tenant isolation.

2022 · KubeCon + CloudNativeCon North America 2022

DoorDash’s Journey From StatsD To Prometheus With 10 Million Metrics/Second - Emma Wang & Ben Raskin

Tamland: How GitLab.Com Uses Long-Term Monitoring Data For Capacity Forecasting. - Andrew Newdigate — GitLab

GitLab shows how Tamland uses long-term monitoring data to forecast capacity for GitLab.com.

2023 · KubeCon + CloudNativeCon Europe 2023

Show Me the Metrics: How a Huge Bank Does Observability with Multi-Tenancy... - Inacio & Costa — Itaú Unibanco

A large bank describes running multi-tenant metrics observability at scale for its own teams.

2025 · KubeCon + CloudNativeCon Europe 2025 - London

Pushing the Limits of Prometheus at Etsy - Chris Leavoy, Etsy & Bryan Boreham, Grafana Labs — Etsy, Grafana Labs

2025 · KubeCon + CloudNativeCon India 2025

Observability at Scale With Monitoring as Code... Vipin GopalaKrishnapillai & Saiabhinay Bommakanti

Presents practicing observability at scale through monitoring-as-code, based on the speakers' organization's own approach.

References

Videos

  1. Scaling Organizations Using Kubernetes [I] - Richard Fliam, Comcast VIPER (CNCF [Cloud Native Computing Foundation]), cited at 32:27, 33:10