发明授权
- 专利标题: Automatic request categorization for internet applications
- 专利标题(中): 互联网应用的自动请求分类
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申请号: US12138445申请日: 2008-06-13
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公开(公告)号: US08219657B2公开(公告)日: 2012-07-10
- 发明人: Ranjita Bhagwan , Monojit Choudhury , Ravindran Kannan , Venkata N. Padmanabhan , Abhishek Sharma , Geoffrey Voelker
- 申请人: Ranjita Bhagwan , Monojit Choudhury , Ravindran Kannan , Venkata N. Padmanabhan , Abhishek Sharma , Geoffrey Voelker
- 申请人地址: US WA Redmond
- 专利权人: Microsoft Corporation
- 当前专利权人: Microsoft Corporation
- 当前专利权人地址: US WA Redmond
- 代理机构: Lyon & Harr, LLP
- 代理商 Richard T. Lyon
- 主分类号: G06F15/173
- IPC分类号: G06F15/173 ; G06F15/16
摘要:
Application service requests received by an application hosting framework are automatically differentiated and categorized, and resource usage patterns associated with the requests are predicted. Resource usage data points are successively extracted from the hosting framework. Elements of an initial resource usage pattern matrix are computed from the data points. An estimate for the number of categories of requests is computed from the initial resource usage pattern matrix, where the requests in each category have similar resource usage patterns. Elements of a resource usage signature matrix and request categorization matrix are computed from the estimate for the number of categories of requests and the initial resource usage pattern matrix.