"Spectral Analysis for Billion Scale Graphs: Discoveries and Implementation" by U Kang, Brendan Meeder and Christos Faloutsos, PAKDD'11, Shenzhen China. The paper shows how to do accurate spectral analysis on large graphs using 'hadoop', and showed how to use the results for anomaly detection. PAKDD is one of the top data mining conferences.