#autoscaling — Public Fediverse posts

The hailstorm last week pushed several Swiss insurance claim portals to their limits. ⛈️

Portals were temporarily overloaded or unreachable.

With Managed Kubernetes (NKE), the Horizontal Pod and Cluster Autoscaler can scale things, provided they're configured. ⚙️

That's not a default setting, it needs the right configuration, and database/backend must not become the bottleneck either.

How ready is your infrastructure for the next spike?

#kubernetes #autoscaling #cloudnative #nine

The hailstorm last week pushed several Swiss insurance claim portals to their limits. ⛈️

Portals were temporarily overloaded or unreachable.

With Managed Kubernetes (NKE), the Horizontal Pod and Cluster Autoscaler can scale things, provided they're configured. ⚙️

That's not a default setting, it needs the right configuration, and database/backend must not become the bottleneck either.

How ready is your infrastructure for the next spike?

#kubernetes #autoscaling #cloudnative #nine

The hailstorm last week pushed several Swiss insurance claim portals to their limits. ⛈️

Portals were temporarily overloaded or unreachable.

With Managed Kubernetes (NKE), the Horizontal Pod and Cluster Autoscaler can scale things, provided they're configured. ⚙️

That's not a default setting, it needs the right configuration, and database/backend must not become the bottleneck either.

How ready is your infrastructure for the next spike?

#kubernetes #autoscaling #cloudnative #nine

The hailstorm last week pushed several Swiss insurance claim portals to their limits. ⛈️

Portals were temporarily overloaded or unreachable.

With Managed Kubernetes (NKE), the Horizontal Pod and Cluster Autoscaler can scale things, provided they're configured. ⚙️

That's not a default setting, it needs the right configuration, and database/backend must not become the bottleneck either.

How ready is your infrastructure for the next spike?

#kubernetes #autoscaling #cloudnative #nine

KEDA как финансовый гардрейл: scale-to-zero, лимиты реплик и автоскейлинг по событиям в Kubernetes

Разберем KEDA именно как практический FinOps-гардрейл для Kubernetes: где HPA уже не хватает, как устроен ScaledObject, как безопасно подходить к scale-to-zero, какие ограничения ставить через maxReplicaCount и какие метрики собрать до пилота, чтобы потом доказать эффект цифрами.

https://habr.com/ru/companies/finops_ru/articles/1056066/

#keda #kubernetes #autoscaling #finops #hpa #devops #sre #cloudcost #prometheus #rabbitmq

Model Predictive Control для Kubernetes autoscaling: что получилось, где HPA оказался сильнее

Короткий пик нагрузки может закончиться раньше, чем Kubernetes успеет добавить готовую ёмкость. Разбираю, почему HPA и MPC-подходы упираются не только в алгоритм, но и в задержку метрик, запуск Pod и readiness. Разобрать лаг автоскейлинга

https://habr.com/ru/articles/1043074/

#kubernetes #hpa #autoscaling #автоскейлинг #prometheus #readiness #p95 #p99 #Model_Predictive_Control #mpc

Blog - I had a new bit of learning with Kubernetes Event Driven Autoscaling today

https://piefed.keyboardvagabond.com/c/programming/p/226531/blog-i-had-a-new-bit-of-learning-with-kubernetes-event-driver-autoscaling

Getting Started with #Autoscaling in #Kubernetes with #KEDA

https://livewyer.io/blog/getting-started-with-autoscaling-in-kubernetes-with-keda/