Simulation of BRKSS Architecture for Data Warehouse Employing Shared Nothing Clustering

B. Pal, Mallika De
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Abstract

The BRKSS Architecture is based upon shared nothing clustering that can scale-up to a large number of computers, increase their speed and maintain the work load. The architecture comprises of a console along with a CPU that also acts as a buffer and stores information based on the processing of transactions, when a batch enters into the system. This console is connected to a switch (p-ports) which is again connected to the c-number of clusters through their respective hubs. The architecture can be used for personal databases and for online databases like cloud through router. This architecture uses the concept of load balancing by moving the transaction among various nodes within the clusters so that the overhead of a particular node can be minimised. In this paper we have simulated the working of BRKSS architecture using JDK 1.7 with Net beans 8.0.2. We compared the result of performance parameters sch as turnaround time, throughput and waiting time with existing hierarchical clustering model.
基于无共享聚类的数据仓库BRKSS体系结构仿真
BRKSS架构基于无共享集群,可以扩展到大量计算机,提高它们的速度并保持工作负载。该体系结构包括一个控制台和一个CPU, CPU还充当缓冲区,并在批处理进入系统时存储基于事务处理的信息。该控制台连接到交换机(p端口),该交换机通过各自的集线器再次连接到c数量的集群。该架构既可以用于个人数据库,也可以用于通过路由器的云等在线数据库。该体系结构通过在集群内的各个节点之间移动事务来使用负载平衡的概念,以便最小化特定节点的开销。在本文中,我们使用JDK 1.7和Net beans 8.0.2模拟了BRKSS体系结构的工作。将周转时间、吞吐量和等待时间等性能参数与现有的分层聚类模型进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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