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nova scheduler not work when create VMs using Heat ?

Env. Newton, Ubuntu 16.04 based

I created many VMs using Heat template , but some compute nodes's resource were exceed the RAM ! Besides nova-scheduler running and cpu_ratio & ram_ratio value is 1.5 / 1.0. I think nova scheduler not work when create VMs using Heat. Is that true ?

If true, how to use nova scheduler with Heat ?