A Hybrid eBusiness Software Metrics Framework for Decision Making in Cloud Computing Environment
A Hybrid eBusiness Software Metrics Framework for Decision Making in Cloud Computing Environment
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云计算环境中决策的混合电子商务软件指标框架
DOI：
10.1109/jsyst.2015.2443049
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发表时间：
2017-06
影响因子：
4.4
通讯作者：
Yajun Zhu
中科院分区：
文献类型：
--
作者：
Feng Zhao;Guodong Nian;Hai Jin Laurence T. Yang;Yajun Zhu
Developing high-quality software is essential for eBusiness organizations to cope with drastic market competition. With the development of cloud computing technologies, eBusiness systems and applications pay more attention to open endedness. In a cloud computing environment, eBusiness systems have the ability to provide information technology resources on demand. Traditional software metric methods in distributed systems and applications are technical and project driven, making the market demand and internal practical operation not perfectly balanced within a cloud-computing-based eBusiness corporation. To address this issue, this paper presents a hybrid framework based on the goal/question/metric paradigm to evaluate the quality and efficiency of previous software products, projects, and development organizations in a cloud computing environment. In our approach, to support decision making at the project and organization levels, three angular metrics are used, i.e., project metrics, product metrics, and organization metrics. Furthermore, an improved radial-basis-function-based model is also provided to manage existing projects and design new projects. Experimental results on a well-known eBusiness organization show that the proposed framework is effective, efficient, and operational. Moreover, using the described decision-making algorithm, the predicted data are very close to actual results on the software cost, the fault rate, the development workload, etc., which are greatly helpful in achieving high-quality software.
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DOI：
10.1145/381790.565681
发表时间：
1994-12
期刊：
--
影响因子：
--
作者：
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通讯作者：
Stephen H. Kan
DOI：
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发表时间：
2009-12
期刊：
2009 International Forum on Computer Science-Technology and Applications
影响因子：
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DOI：
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发表时间：
2012-05
期刊：
2012 International Conference on Computer, Information and Telecommunication Systems (CITS)
影响因子：
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作者：
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通讯作者：
Q. Zoubi;I. Alsmadi;B. Abul-Huda
DOI：
10.1109/cits.2012.6220392
发表时间：
2012-05
期刊：
2012 International Conference on Computer, Information and Telecommunication Systems (CITS)
影响因子：
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N. Al Khalidi;A. Saifan;I. Alsmadi
DOI：
10.1109/imsccs.2006.260
发表时间：
2006-04
期刊：
First International Multi-Symposiums on Computer and Computational Sciences (IMSCCS'06)
影响因子：
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作者：
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通讯作者：
Ru-zhi Xu;Yunjiao Xue;P. Nie;Yuan Zhang-;Desheng Li