配电管理系统软件部署

A. Husagic-Selman, T. Namas
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引用次数: 0

摘要

由于硬件设备的并行特性,多线程在需要密集计算的应用中成为一种趋势。然而,它并不总是最好的[1]。本文对现实生活中的配电管理系统(PDMS)进行了概述,并对其在单线程和多线程环境中的性能进行了测试。PDMS根据网络的自然特征对网络进行细分,实现并行性。每个子网使用单个线程处理在单独的处理器内核上并行运行,并且通过这种设置,它的性能比多线程BLAS高出20倍。随着多线程的实现,性能急剧下降,处理时间增加。造成这种情况的原因是配电网络矩阵的结构(不确定且非常稀疏)和多线程操作中涉及的同步开销。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Power distribution management system software deployment
Due to the parallel features of hardware devices multi-threading became a trend in applications that require intensive computations. However, it is not always the best [1]. In this ongoing work an overview of real-life Power Distribution Management System (PDMS) is given and its performance in single-threaded and multi-threaded environment is tested. PDMS implements parallelism through sub-division of networks based on their natural features. Each sub-network is run in parallel on separate processor cores using a single thread processing, and with such setup it outperforms the multi-threaded BLAS by the factor of 20. With multi-threading implemented, the performance dreadfully goes down, and processing time increases. Reasons for this are the structure of power distribution network matrices (indefinite and very sparse) and synchronization overhead involved in multi-thread operations.
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