I’ve just created this thread Documenting my tests in using HTTP with pgbackrest and Minio and Discourse suggested me this thread.
I had the same problem as OP whilst running pgbackrest over HTTP, it doesn’t seem to be possible, though that was just my experience. Hope the link above helps!