Volodymyr Kindratenko, Jeremy Enos, Guochun Shi, Michael Showerman, Galen
Arnold, John E. Stone, James Phillips, and Wen-mei Hwu.
GPU clusters for high performance computing.
In Cluster Computing and Workshops, 2009. CLUSTER '09. IEEE
International Conference on, pp. 1-8, 2009.
KIND2009-JS
Large-scale GPU clusters are gaining popularity in the scientific computing community.
However, their deployment and production use are associated with a number of new
challenges. In this paper, we present our efforts to address some of the challenges with
building and running GPU clusters in HPC environments. We touch upon such issues as
balanced cluster architecture, resource sharing in a cluster environment, programming
models, and applications for GPU clusters.
