This book constitutes the refereed proceedings of the 19th International Conference on Parallel and Distributed Computing, Euro-Par 2013, held in Aachen, Germany, in August 2013. parallel and distributed data management; grid, cluster and cloud computing; parallel and distributed programming; theory and algorithms for parallel computation;