Leveraging IT project lifecycle data to predict support costs

B. Dalmazo, Weverton Cordeiro, A. L. R. D. Sousa, Juliano Araujo Wickboldt, R. C. Lunardi, R. Santos, L. Gaspary, L. Granville, C. Bartolini, M. Hickey
{"title":"Leveraging IT project lifecycle data to predict support costs","authors":"B. Dalmazo, Weverton Cordeiro, A. L. R. D. Sousa, Juliano Araujo Wickboldt, R. C. Lunardi, R. Santos, L. Gaspary, L. Granville, C. Bartolini, M. Hickey","doi":"10.1109/INM.2011.5990698","DOIUrl":null,"url":null,"abstract":"There is an intuitive notion that the costs associated with project support actions, currently deemed too high and increasing, are directly related to the effort spent during their development and test phases. Despite the importance of systematically characterizing and understanding this relationship, little has been done in this realm mainly due to the lack of proper tooling for both sharing information between IT project phases and learning from past experiences. To tackle this issue, in this paper we propose a solution that, leveraging existing IT project lifecycle data, is able to predict support costs. The solution has been evaluated through a case study based on the ISBSG dataset, producing correct estimates for more than 80% of the assessed scenarios1.","PeriodicalId":433520,"journal":{"name":"12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011) and Workshops","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"12th IFIP/IEEE International Symposium on Integrated Network Management (IM 2011) and Workshops","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INM.2011.5990698","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

Abstract

There is an intuitive notion that the costs associated with project support actions, currently deemed too high and increasing, are directly related to the effort spent during their development and test phases. Despite the importance of systematically characterizing and understanding this relationship, little has been done in this realm mainly due to the lack of proper tooling for both sharing information between IT project phases and learning from past experiences. To tackle this issue, in this paper we propose a solution that, leveraging existing IT project lifecycle data, is able to predict support costs. The solution has been evaluated through a case study based on the ISBSG dataset, producing correct estimates for more than 80% of the assessed scenarios1.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
利用IT项目生命周期数据来预测支持成本
有一种直观的概念,即与项目支持行动相关的成本,目前被认为过高且在增加,与开发和测试阶段所花费的努力直接相关。尽管系统地描述和理解这种关系很重要,但由于缺乏适当的工具来在IT项目阶段之间共享信息和从过去的经验中学习,因此在这个领域做得很少。为了解决这个问题,在本文中,我们提出了一个解决方案,利用现有的IT项目生命周期数据,能够预测支持成本。通过基于ISBSG数据集的案例研究对该解决方案进行了评估,对超过80%的评估场景产生了正确的估计1。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Towards adopting a tooldriven, integrated and automated change management process for virtual machine provisioning Effective VM sizing in virtualized data centers What will happen if cloud management operations burst out? A next generation entropy based framework for alert detection in system logs Contract Management for Cloud Services: Information modelling aspects
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1