HolDCSim:数据中心的整体模拟器*

Fan Yao, Kathy Ngyugen, Sai Santosh Dayapule, Jingxin Wu, Bingqian Liu, S. Subramaniam, Guru Venkataramani
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引用次数: 1

摘要

一个全面的数据中心仿真基础设施,对主要硬件和系统组件进行建模,并提供接口来管理计算和通信资源之间的相互作用,对于在这些环境中推进更有效的性能和能源优化的未来研究至关重要。在本文中,我们提出了HolDCSim,一个轻量级的、整体的、可扩展的、事件驱动的数据中心仿真平台,可以有效地对服务器和网络架构进行建模。HolDCSim可用于各种数据中心系统研究,包括作业/任务调度、资源配置、全局和本地服务器场电源管理以及性能分析。我们演示了模拟基础设施的设计,并通过分析服务器网络性能和能源效率的案例研究说明了框架的有用性。我们还在基于英特尔至强处理器和思科网络交换机的物理测试台上对我们的模拟器进行验证研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
HolDCSim: A Holistic Simulator for Data Centers*
A comprehensive data center simulation infrastructure, which models major hardware and system components and offers interfaces to manage the interplay between computation and communication resources, is critical in advancing future research for more effective performance and energy optimization in these environments. In this paper, we present HolDCSim, a light-weight, holistic, extensible, event-driven data center simulation platform that effectively models both server and network architectures. HolDCSim can be used in a variety of data center system studies including job/task scheduling, resource provisioning, global and local server farm power management, and performance analysis. We demonstrate the design of our simulation infrastructure, and illustrate the usefulness of our framework with a case study that analyzes server-network performance and energy efficiency. We also perform validation studies for our simulator on a physical testbed with Intel Xeon-based processors and Cisco network switches.
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