Optimizing Resource Usage in Kubernetes by Carlos Sanchez
Ғылым және технология
Moving to Kubernetes opens the door to a world of possibilities, the amount of workloads that can be run and the flexibility it provides. However this comes at a cost on managing the resources used by many applications and teams. Java applications can be specially challenging when running in containers. At Adobe we make extensive use of standard Kubernetes capabilities to reduce resource usage and we have also built some solutions at several levels of the stack to improve it.
From autoscaling to workload hibernation, from automated resource requests to Kubernetes Jobs, we have experimented with and implemented several features that decrease our resource usage and lower the cost of running many Kubernetes clusters at scale. Both at workload resource level and also at achieving higher density clusters that reduce the number of clusters we need and the operating costs.
Пікірлер: 5
35+ clusters is wild. How many nodes?
@csanchez
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dynamic, but we use small-ish clusters ~4k nodes in total
@SiddharthKulkarniN
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@@csanchez what is used to manage the clusters? Anthos ?
@csanchez
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@@SiddharthKulkarniN no, something built in house
Dude seriously your content was great but you need better prep