tf: add standalone apm server profiles with NVMe SSDs and io2 EBS

[carsonip]

Motivation/summary

Improve benchmarking tf setup to facilitate benchmarking on standalone apm server setup with faster disks (e.g. local NVMe SSD)

• Add NVMe c6id ec2 instance profiles
• Use NVMe disk for data directory for instance types with d., e.g. c6id.2xlarge
• Configurable disk IOPS which is a required field for io2 volume type
• Bigger worker instance for 32GB profile to avoid OOM

Checklist

• Update CHANGELOG.asciidoc
• Documentation has been updated

For functional changes, consider:

• Is it observable through the addition of either logging or metrics?
• Is its use being published in telemetry to enable product improvement?
• Have system tests been added to avoid regression?

How to test these changes

Run github benchmark workflow with standalone and profile

Related issues

Part of #11346

[mergify]

This pull request does not have a backport label. Could you fix it @carsonip? 🙏
To fixup this pull request, you need to add the backport labels for the needed
branches, such as:

• backport-7.17 is the label to automatically backport to the 7.17 branch.
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[mergify]

⚠️ The sha of the head commit of this PR conflicts with #15599. Mergify cannot evaluate rules on this PR. ⚠️