Autoscaling: case studies over time¶
10 case studies across 8 events, oldest first. Generated by
wiki find "autoscaling"; each moment links to where the talk discusses it.
Organizations: Amazon Web Services, Capital One, Coinbase, Zalando SE
2017 · KubeCon + CloudNativeCon North America 2017 (Austin)¶
Cost-effective Compute Clusters with Spot and Pre-emptible Instances - Bich Le & Arun Sriraman¶
Speakers share how they ran cost-effective Kubernetes compute clusters on spot and pre-emptible instances.
2020 · KubeCon + CloudNativeCon Europe 2020 - Virtual¶
Autoscaling at Scale: How We Manage Capacity @ Zalando - Mikkel Larsen, Zalando SE — Zalando SE¶
2022 · KubeCon + CloudNativeCon North America 2022¶
Building Multi-Tenant Routing And Scaling With Envoy - Yiming Peng, Amazon Web Services, Inc. — Amazon Web Services¶
AWS describes building multi-tenant routing and scaling with Envoy.
2023 · KubeCon + CloudNativeCon + Open Source Summit China 2023¶
How We Build Production-Grade HPA: From Effective Algorithm to Risk-Free... - Ziqiu Zhu & Yiru Guo¶
Shares how the speakers built a production-grade HPA, from the scaling algorithm to risk-free rollout.
2023 · KubeCon + CloudNativeCon NA 2023¶
Real-World Knative: Success Stories from Production Environments...¶
Four guest speakers describe how their organizations use Knative in production.
- ▶ 16:46 … back as well giving different endpoints to to people as well autoscaling and I'll talk a bit about that and this is what …
- Full transcript
Rapidly Scaling for Breaking News with Karpenter and KEDA - Mel Cone & Deepak Goel¶
Shows how a news organization rapidly scales for breaking-news traffic spikes using Karpenter and KEDA.
2024 · KubeCon + CloudNativeCon Europe 2024¶
Fantastic Ordinals and How to Avoid Them: Auto-Scaling Challenges in a Cloud Database¶
Describes auto-scaling challenges with StatefulSet ordinals when operating a cloud database.
2024 · KubeCon + CloudNativeCon India 2024¶
Scaling Beyond Autoscaling: How We Grew Our Kubernetes Clusters - Bhavin Gandhi & Ruturaj Kadikar¶
2025 · KubeCon + CloudNativeCon North America 2025¶
Autoscaling Spring Boot Apps in Kubernetes With KEDA - John Coyne, Capital One — Capital One¶
Capital One shares how it autoscales Spring Boot applications on Kubernetes with KEDA.
Rearchitecting Compute at Coinbase: Migrating To Karpenter for Fast, Reliable Scali... Frances Chong — Coinbase¶
Coinbase rearchitected its compute by migrating to Karpenter for faster, more reliable scaling.
References¶
Videos