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Multiclass classification of distributed memory parallel computations
2013
Pattern Recognition Letters
High Performance Computing (HPC) is a field concerned with solving large-scale problems in science and engineering. However, the computational infrastructure of HPC systems can also be misused as demonstrated by the recent commoditization of cloud computing resources on the black market. As a first step towards addressing this, we introduce a machine learning approach for classifying distributed parallel computations based on communication patterns between compute nodes. We first provide
doi:10.1016/j.patrec.2012.10.007
fatcat:y3oe4zylrnhojkve6fwinbnflq