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Support Vector Machines (SVM) are effective classification engines used in a large number of applications that stand to benefit from acceleration. OpenCL is a software platform specification for parallel programming that supports heterogeneous computing on a wide range of devices including GPUs, FPGAs, and multicore CPUs. In this paper, we present an accelerated implementation of SVM using a heterogeneous...