发明授权
- 专利标题: Automated service time estimation method for IT system resources
- 专利标题(中): IT系统资源的自动服务时间估计方法
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申请号: US13650767申请日: 2012-10-12
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公开(公告)号: US09350627B2公开(公告)日: 2016-05-24
- 发明人: Paolo Cremonesi , Kanika Dhyani , Stefano Visconti
- 申请人: Caplan Software Development S.r.l.
- 申请人地址: US TX Houston
- 专利权人: BMC SOFTWARE, INC.
- 当前专利权人: BMC SOFTWARE, INC.
- 当前专利权人地址: US TX Houston
- 代理机构: Brake Hughes Bellermann LLP
- 优先权: WOPCT/IT2010/000164 20100415
- 主分类号: G06F15/173
- IPC分类号: G06F15/173 ; H04L12/26 ; G06Q10/06 ; G06F11/34
摘要:
Embodiments provide a method for upgrading resources in a system including normalizing a collected dataset, scattering data from the normalized dataset, obtaining a plurality of clusters based on the scattered data, discarding one or more clusters from the plurality of clusters with less than a percentage of a total number of observations, in each cluster, performing clusterwise regression and obtaining linear sub-clusters in a defined number, reducing one or more sub-clusters including applying a refinement procedure, removing one or more sub-clusters that fit to outliers and merging pairs of clusters that fit an equivalent model, updating one or more clusters with the reduced sub-clusters, removing one or more globular clusters, reducing a number of clusters with the refinement procedure, and de-normalizing one or more results.