Step 1: Treat heat flow like an electric circuit.
Each rod has a thermal resistance $R_{th} = \frac{L}{kA}$. Heat flow rate is $H = \frac{\Delta T}{R_{th}}$, just like current equals voltage over resistance. Call each rod resistance $R$.
Step 2: Arrangement I is end to end (series).
When welded tip to tip the two resistances add, so $R_{\text{I}} = R + R = 2R$.
Step 3: Find how long arrangement I takes.
The same $100$ J flows in $20$ minutes, so $H_{\text{I}} = \frac{\Delta T}{2R}$, giving time $t_{\text{I}} = 20$ min for $100$ J.
Step 4: Arrangement II is one on top of the other (parallel).
Stacked rods share the heat, so $R_{\text{II}} = \frac{R}{2}$.
Step 5: Compare the two heat flow rates.
The same temperature difference acts in both cases, so the heat rate is inversely proportional to resistance. Going from $2R$ to $\frac{R}{2}$ multiplies the rate by $\frac{2R}{R/2}=4$.
Step 6: Same heat, four times faster.
If the rate is four times larger, the time for the same $100$ J is one fourth: $t_{\text{II}} = \frac{20}{4} = 5$ min.
\[ \boxed{t_{\text{II}} = 5\ \text{min}} \]