Constitutes the proceedings of the 12th European PVM/MPI Users' Group Meeting held in Sorrento, Italy in September 2005. This book includes 61 papers, which are organized in topical sections on algorithms, extensions and improvements, cluster and grid, tools and environments, performance, applications and ParSim 2005.