 Solution

The interarrival times are independent and identically distributed with exponential distribution of rate $\lambda$: for any finite $k$ their joint density is ${\lambda }^k\exp (-\lambda {\sum }_{j=1}^k{x}_j)$ on $x_j>0$. In particular