cloudnetsim++: omnet++中用于数据中心模拟的工具包

A. Malik, Kashif Bilal, K. Aziz, D. Kliazovich, N. Ghani, S. Khan, R. Buyya
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引用次数: 23

摘要

随着云提供的低成本、随需应变和基于随用随付模式的效用计算服务的可用性,许多企业考虑将其服务迁移到云中。通常,云由地理上分布的数据中心组成,这些数据中心通过高速网络连接。大部分的研发都集中在云服务、应用程序和安全问题上;然而,在解决能源效率、可伸缩性以及数据中心之间和内部的高速通信方面所做的努力非常有限。我们提出了CloudNetSim++,一个建模和仿真工具包,以促进分布式数据中心架构、能源模型和高速数据中心通信网络的仿真。CloudNetSim++的设计允许研究人员合并他们的自定义协议和应用程序,以分析现实的数据中心架构下的网络流量模式。CloudNetSim++是第一个使用真实网络物理特性来模拟分布式数据中心的云计算模拟器。CloudNetSim++提供了一个通用框架,允许用户为数据中心的不同组件定义SLA策略、调度算法和模块,而无需担心底层细节,而且工作量最小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CloudNetSim++: A toolkit for data center simulations in OMNET++
With the availability of low cost, on demand, and pay-as-you-go model based utility computing services offered by clouds, multiple businesses consider moving their services to the cloud. Typically, the clouds comprise of geographically distributed data centers connected through a high speed network. Most of the research and development is focused on cloud services, applications, and security issues; however, very limited effort has been devoted to address energy efficiency, scalability, and high-speed inter and intra-data center communication. We present CloudNetSim++, a modeling and simulation toolkit to facilitate simulation of distributed data center architectures, energy models, and high speed data centers' communication network. The CloudNetSim++ is designed to allow researchers to incorporate their custom protocols and, applications, to analyze under realistic data center architectures with network traffic patterns. CloudNetSim++ is the first cloud computing simulator that uses real network physical characteristics to model distributed data centers. CloudNetSim++ provides a generic framework that allows users to define SLA policy, scheduling algorithms, and modules for different components of data centers without worrying about low level details with ease and minimum effort.
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