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DOI:
Journal of Software:2009.20(6):1499-1510

基于数据包络分析的软件任务性能基准评价
阮利,王永吉,王青,曾海涛
(中国科学院 软件研究所 互联网软件技术实验室,北京 100190;中国科学院 研究生院,北京 100049;北京航空航天大学 计算机学院,北京 100191;中国科学院 软件研究所 互联网软件技术实验室,北京 100190;中国科学院 软件研究所 计算机科学国家重点实验室,北京 100190)
Benchmarking Software Task Performance Based on Data Envelopment Analysis
RUAN Li,WANG Yong-Ji,WANG Qing,ZENG Hai-Tao
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Received:December 28, 2007    Revised:June 11, 2008
> 中文摘要: 提出了一种基于数据包络分析的软件任务性能基准评价新方法——TaskBeD.介绍了TaskBeD的任务基准评价模型和核心算法(挖掘高性能的软件任务,建立参考任务集和结果的敏感度分析).实验结果显示,TaskBeD能够高效处理多变元和可变规模收益任务数据.
Abstract:In this paper, a software task performance benchmarking method based on Data Envelopment Analysis (DEA)-TaskBeD is proposed. TaskBeD’s fundamental benchmarking model and algorithms (transforming undesirable outputs, identifying high performance tasks, establishing reference sets and performing sensitivity analysis) are introduced. Experimental results show that the proposed TaskBeD method achieves a good result of dealing with multivariate and VRS.
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基金项目:Supported by the National Natural Science Foundation of China under Grant Nos.60573082, 60473060, 60673121 (国家自然科学基金); the National High-Tech Research and Development Plan of China under Grant Nos.2006AA01Z185, 2005BA113A01, 2006AA01Z182, 2007AA010303, 2007AA01A127, 2007AA01Z186 (国家高技术研究发展计划(863)) Supported by the National Natural Science Foundation of China under Grant Nos.60573082, 60473060, 60673121 (国家自然科学基金); the National High-Tech Research and Development Plan of China under Grant Nos.2006AA01Z185, 2005BA113A01, 2006AA01Z182, 2007AA010303, 2007AA01A127, 2007AA01Z186 (国家高技术研究发展计划(863))
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阮利,王永吉,王青,曾海涛.基于数据包络分析的软件任务性能基准评价.软件学报,2009,20(6):1499-1510

RUAN Li,WANG Yong-Ji,WANG Qing,ZENG Hai-Tao.Benchmarking Software Task Performance Based on Data Envelopment Analysis.Journal of Software,2009,20(6):1499-1510