Debunking the 100X GPU Vs. CPU Myth: An Evaluation of Throughput Computing on CPU and GPU

Recent advances in computing have led to an explosion in the amount of data being generated. Processing the ever-growing data in a timely manner has made throughput computing an important aspect for emerging applications. The analysis of a set of important throughput computing kernels shows that there is an ample amount of parallelism in these kernels which makes them suitable for today's multi-core CPUs and GPUs. In the past few years there have been many studies claiming GPUs deliver substantial speedups (between 10X and 1000X) over multi-core CPUs on these kernels.

Provided by: Association for Computing Machinery Topic: Data Centers Date Added: Jun 2010 Format: PDF

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