What does rack mean in AWS EC2 partition placement groups?

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It refers to a separate area of the AZ data center with your physical host. The whole point of partitioned placement groups is that hosts are divided between a number of separate physical hosts, that are semi redundant to failing.

Basically they cannot be 2 physical machines sat on the same rack, they need to be seperated.

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