Mengwei Ding

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Hadoop is one popular implementation of MapReduce programming model, which has made programming on distributed system with much ease. In computer world, the convenience is always at the cost of performance. Comparing with MPI, Hadoop simplifies the programming, but it degrades the performance. In this work, we focus on the comparison between Hadoop and(More)
A Genetic Algorithm (GA) is a heuristic to find exact or approximate solutions to optimization and search problems within an acceptable time. We discuss GAs from an architectural perspective, offering a general analysis of GAs on multi-core CPUs and on GPUs, with solution quality considered. We describe widely-used parallel GA schemes based on Master-Slave,(More)
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