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.
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.
出处
《软件学报》
EI
CSCD
北大核心
2009年第6期1499-1510,共12页
Journal of Software
基金
Supported by the National Natural Science Foundation of China under Grant Nos.60573082,60473060,60673121
the National High-Tech Research and Development Plan of China under Grant Nos.2006AA01Z185,2005BA113A01,2006AA01Z182,2007AA010303,2007AA01A127,2007AA01Z186~~
关键词
软件项目
软件过程
任务性能基准评价
数据包络分析
software project
software process
task performance benchmarking
data envelopment analysis
