Live Experiments with K8s Applications: Pitfalls and Ho...
summary
A demo shows an open source controller called iterate that runs AB/n experiments on Kubernetes using Knative and Istio for segmentation, Prometheus and New Relic for metrics, and compares three versions v1 v2 v3. The experiment requires 100 requests per version and 99% confidence, runs 100 iterations with 5s gaps (~500s), tracks latency/error-rate SLOs and a user engagement reward, progressively shifts traffic and selects v3 as the winner—so the system actually converges and automates rollout.
AI-written summary · about
chapters (7)
- 0:00Introduction
- 0:58Current trends
- 4:06Principles of trust
- 10:37Terminology
- 17:04Demo Overview
- 19:31Demo Instructions
- 28:00Conclusion
related talks
34mOperating High Traffic Websites on Kubernetes
47mIstio on Kubernetes: Chaos, Canaries, Dark Launches
39mDelivering Serverless Experience on Kubernetes: Beyond Web Applications
32mBuilding Reliability into Kubernetes using Chaos Experiments with Terraform
32mTesting Kubernetes apps' observability end-to-end
52m8 Steps to Become Awesome with Kubernetes
36mExperiences From Running Istio in a K8s Production Environment
30mK8s Under Fire: Igniting Performance & Burning Through Bottlenecks with Kube-Burner