The associate-team R-LAS has been created between Inria (Postale team, LRI) and University of Tennessee (Innovative Computing Laboratory, https://icl.cs.utk.edu), USA, with the support of the Inria International Affairs Department. This project is lead by Marc Baboulin and Jack Dongarra. It aims at developing fast linear algebra software for new parallel architectures by using randomization techniques.