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P-DRAMSim2: Exploiting thread-level parallelism in DRAMSim2

机译:P-DRAMSim2:在DRAMSim2中利用线程级并行性

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Recently, with the increasing popularity of data-centric applications, the demand for greater data storage capacities is also growing rapidly. Due to the increased memory footprints, memory system simulators are confronted with serious limitations in exploring memory system behaviors and performances, as the simulation takes enormous time compared to execution in real systems. Furthermore, since emerging memory technologies such as PCM and STT-RAM are designed to execute additional algorithms for enhancing wear-leveling, reducing bit flips, etc., the limitations become worse. To resolve these problems, we propose P-DRAMSim2 that accelerates the most popularly used DRAMSim2, a state-of-the-art memory simulator, by exploiting thread-level parallelism. From our experiment, we obtained up to 15.4?? and 15.7?? of speedups when simulating DRAM and PCM systems, respectively, with 16 command threads compared to serial execution without any loss of accuracy.
机译:最近,随着以数据为中心的应用程序的日益普及,对更大的数据存储容量的需求也迅速增长。由于内存占用量的增加,内存系统模拟器在探索内存系统的行为和性能方面面临着严重的局限性,因为与在真实系统中执行相比,该仿真需要花费大量时间。此外,由于诸如PCM和STT-RAM之类的新兴存储技术被设计为执行其他算法以增强损耗均衡,减少位翻转等,因此限制变得更糟。为了解决这些问题,我们提出了P-DRAMSim2,该P-DRAMSim2通过利用线程级并行性来加速最流行的DRAMSim2(一种最新的内存模拟器)。从我们的实验中,我们获得了15.4?和15.7 ??与串行执行相比,使用16个命令线程分别模拟DRAM和PCM系统时的速度提高,而不会损失任何精度。

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