This thesis offers an excellent, comprehensive introduction to the physics of the quark-gluon plasma. The results described in the final chapters of the thesis provide interesting new ideas about the connection between proton-proton and Pb-Pb collisions. Simone Schuchmann received the 'ALICE Thesis Award 2016' for this excellent work.