aws / aws/containers-roadmap

[service] [request]: Support label eks.amazonaws.com/instance-bandwidth

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Description

### Community Note

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**Tell us about your request**
Please add a label for instance-bandwidth. Similar to this issue for Karpenter https://github.com/aws/karpenter/pull/3432 I would suggest we use units to be megabits instead of megabytes (similar to instance-memory), as Kubernetes only supports integer comparison for node selector operators.

**Which service(s) is this request for?**
EKS, MNG

**Tell us about the problem you're trying to solve. What are you trying to do, and why is it hard?**
When this implemented CX can use this field in their Pod manifest to node affinity:
```yaml
nodeAffinity:
requiredDuringSchedulingIgnoredDuringExecution:
nodeSelectorTerms:
- key: eks.amazonaws.com/instance-bandwidth
operator: Gt
values: [ 10000 ] // Node must have > 10gigabit connection
```
This can be very helpful for AI/ML and streaming workloads that require high bandwidth and can benefit from compute isolation.

**Are you currently working around this issue?**
Currently customers can use instance-type label selectors but it is hard to keep track off.

**Additional context**
Anything else we should know?

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