Can I install SDK manager on the host with aarch64 processor?

The SDK manager provided on is for the host with amd64 processor.

But I have a host PC with aarch64. Is there the SDK manager installation file for aarch64(arm64)?

Not possible. Installation involves a binary executable native only to the desktop PC.