How to get Units in the CloudWatch metrics ingested via the amazon-cloudwatch-agent collectd socket listener?

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I have the amazon-cloudwatch-agent configured to retrieve custom metrics via collectd.

That is working in the sense that I can see the metrics in CloudWatch UI, but they have no unit (for example the collectd_GenericJMX_java_heap_used should have Bytes as CloudWatch Unit).

As far as I know collectd does not have the concept of units, and it seems that neither does telegraf.Metric (which I think is the underlying concept that is used in the amazon-cloudwatch-agent to ingest collectd metrics).

Is there any way, to specify the "units" for collectd metrics?

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