I'm not sure what exactly you mean by "the arrival" of a Poisson process, but I'm pretty sure what you need to prove eventually is that if are independent, such that the distribution of is exponential with parameter and the distribution of is exponential with parameter , then . I have seen this done on the forum a few times; for instance you can write, using independence, , etc.