Distributed large-scale natural graph factorization
Amr AbdelFatah Ahmed, Nino Shervashidze, Shravan Narayanamurthy, Vanja Josifovski, Alexander Johannes Smola · 2013
Natural graphs, such as social networks, email graphs, or instant messaging patterns, have become pervasive through the internet. These graphs are massive, often containing hundreds of millions of nodes and billions of edges. While some theoretical models have been proposed to study such graphs, their analysis is still difficult due to the scale and nature of the data.