Special Issue of Journal of Parallel and Distributed Computing: Architectures and Algorithms for Irregular Applications - Tumeo, Antonino; Mattson, Timothy G.; Villa, Oreste; Secchi, Simone (Journal of parallel and distributed computing, 2014)