The Incipient Giant Component in Bond Percolation on General Finite   Weighted Graphs
  On a large finite connected graph let edges $e$ become "open" at independent random Exponential times of arbitrary rates $w_e$. Under minimal assumptions, the time at which a giant component starts to emerge is weakly concentrated around its mean. 
David J. Aldous
math.PR