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We introduce SparkCL, an open source unified programming framework based onJava, OpenCL and the Apache Spark framework. The motivation behind this work isto bring unconventional compute cores such as FPGAs/GPUs/APUs/DSPs and futurecore types into mainstream programming use. The framework allows equaltreatment of different computing devices under the Spark framework andintroduces the ability to offload computations to acceleration devices. The newframework is seamlessly integrated into the standard Spark framework via aJava-OpenCL device programming layer which is based on Aparapi and a Sparkprogramming layer that includes new kernel function types and modified Sparktransformations and actions. The framework allows a single code base to targetany type of compute core that supports OpenCL and easy integration of new coretypes into a Spark cluster.

SparkCL: A Unified Programming Framework for Accelerators on Heterogeneous Clusters