Answer is: The reaction rate decreases.
Balanced chemical reaction of burning log:
C(s) + O₂(g) → CO₂(g).
The reaction rate is the speed at which reactants are converted into products.
Reaction rate depends on concentration (amount) of oxygen.
If amount of oxygen decreases, reaction rate also decreases and vice versa.