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Architecture designers tend to integrate both CPUs and GPUs on the same chip to deliver energy-efficient designs. It is still an open problem to effectively leverage the advantages of both CPUs and GPUs on integrated architectures. In this work, we port 42 programs in Rodinia, Parboil, and Polybench benchmark suites and analyze the co-running behaviors of these programs on both AMD and Intel integrated...
The integrated architecture that features both CPU and GPU on the same die is an emerging and promising architecture for fine-grained CPU-GPU collaboration. However, the integration also brings forward several programming and system optimization challenges, especially for irregular applications. The complex interplay between heterogeneity and irregularity leads to very low processor utilization of...
Architecture designers tend to integrate both CPU and GPU on the same chip to deliver energy-efficient designs. To effectively leverage the power of both CPUs and GPUs on integrated architectures, researchers have recently put substantial efforts into co-running a single application on both the CPU and the GPU of such architectures. However, few studies have been performed to analyze a wide range...
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