CloudExp: A comprehensive cloud computing experimental framework

被引:63
作者
Jararweh, Yaser [1 ]
Jarrah, Moath [2 ]
Kharbutli, Mazen [2 ]
Alshara, Zakarea [1 ]
Alsaleh, Mohammed Noraden [3 ]
Al-Ayyoub, Mahmoud [1 ]
机构
[1] Jordan Univ Sci & Technol, Dept Comp Sci, Irbid 22110, Jordan
[2] Jordan Univ Sci & Technol, Dept Comp Engn, Irbid 22110, Jordan
[3] Univ N Carolina, Charlotte, NC 28223 USA
关键词
Cloud computing; Cloud computing modeling and simulation; CloudSim; Network topologies; MapReduce; SLA management; Rain workload generator;
D O I
10.1016/j.simpat.2014.09.003
中图分类号
TP39 [计算机的应用];
学科分类号
080201 [机械制造及其自动化];
摘要
Cloud computing is an emerging and fast-growing computing paradigm that has gained great interest from both industry and academia. Consequently, many researchers are actively involved in cloud computing research projects. One major challenge facing cloud computing researchers is the lack of a comprehensive cloud computing experimental tool to use in their studies. This paper introduces CloudExp, a modeling and simulation environment for cloud computing. CloudExp can be used to evaluate a wide spectrum of cloud components such as processing elements, data centers, storage, networking, Service Level Agreement (SLA) constraints, web-based applications, Service Oriented Architecture (SOA), virtualization, management and automation, and Business Process Management (BPM). Moreover, CloudExp introduces the Rain workload generator which emulates real workloads in cloud environments. Also, MapReduce processing model is integrated in CloudExp in order to handle the processing of big data problems. (C) 2014 Elsevier B. V. All rights reserved.
引用
收藏
页码:180 / 192
页数:13
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