My installed Java (on the machine displaying the stackOverflow) was v8 161 (which I do not believe was ID'd as 64-bit). I DL'd the new Java installer and it removed the old version and installed v8 451 which -is- 64-bit.
The EpubCheck ran without any Java errors and all seems to be fine. Again, thanks for the advice.