With the rise of virtualization and cloud infrastructures on multiple scales – ranging from web sites  to  networks  of  Internet  service  providers  –  new  approaches  for  monitoring  and administrating those infrastructures are required. However, monitoring of single components cannot  provide  deep  insight  into  complex  virtualised,  distributed  and  highly  dynamic infrastructures.  This  project  aims  at  automating  the  generation  of  a  coherent  and  privacy-preserving  overview  of  those  infrastructures,  allowing  users  to  visually  analyse  the continuously  increasing  amount  of  data  generated  by  the  huge  number  of  system components in complex infrastructures.