Owner: @David Rusu
An updated version of this document has been moved to overleaf:
https://www.overleaf.com/1481687363pbpfjjvjgpgb#63be11
Summary is we got bounds on the expected number of leaders per slot:
$$ f\leq\mathbb{E}\left[\sum_i^N\phi_f(\alpha_i)]\right] \leq N\cdot\phi_f\left(\frac{1}{N}\right)\leq-\log(1-f) $$
where
Plotting the bounds as we vary $f$, we see that the tighter upper bound $N\phi_f(1/N)$ which depends on number of nodes very quickly converges to the maximal upper bound $-log(1-f)$. Therefore we can work with the upper bound and drop the $N$ parameter.