Is this 20mm dia. rod? (0.787 inch)
Diamond cuttoff wheel on a manual or creep feed surface grinder with flood coolant. Lots and lots of coolant. 0.100 to 0.200 inch deep passes.
Is the OD ground? If it is it makes fixturing easier (vee blocks).
But if you work in the specials dept. surely you've seen this done.