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You should take the opportunity and switch from BibTeX to Biber. Since you are using TeX live 2017 this should work more or less out of the box.
Simply change backend=bibtex to
backend=biber
and tell your editor to run Biber for you (Biblatex with Biber: Configuring my editor to avoid undefin...