Database Systems on GPUs

Database Systems on GPUs

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In recent years, the growth of the amount of data required to be analyzed by computing systems has outstripped the performance of the hardware CPUs, resulting in the hardware becoming a potential bottleneck. The Graphical Processing Units (GPU), however, has become a powerful, programmable, many-core processor in the past decade that turns out to be an effective means to improve the performance of main memory databases. In this monograph, the authors provide background on GPU as a parallel architecture and the traditional parallel query processing in main memory databases. GPU-optimized system...