发明申请
US20210398187A1 USING MACHINE LEARNING TO PREDICT A USAGE PROFILE AND RECOMMENDATIONS ASSOCIATED WITH A COMPUTING DEVICE
有权
基本信息:
- 专利标题： USING MACHINE LEARNING TO PREDICT A USAGE PROFILE AND RECOMMENDATIONS ASSOCIATED WITH A COMPUTING DEVICE
- 申请号：US16906062 申请日：2020-06-19
- 公开(公告)号：US20210398187A1 公开(公告)日：2021-12-23
- 发明人： Tejas Naren Tennur Narayanan , Gautam Kaura , Stephen Ray Young , Sathish Kumar Bikumala , Harshit Mehta , Harshita Dubey , Avanthika Sankararaman
- 申请人： Dell Products L. P.
- 申请人地址： US TX Round Rock
- 专利权人： Dell Products L. P.
- 当前专利权人： Dell Products L. P.
- 当前专利权人地址： US TX Round Rock
- 主分类号： G06Q30/06
- IPC分类号： G06Q30/06 ; G06N20/00 ; G06N5/04 ; G06Q30/00 ; G06Q10/00
摘要：
In some examples, a server may receive usage data from a computing device, determine a usage profile of the computing device, and determine that a component of the computing device is predicted to fail and at what time. If the time is within a warranty period of a current warranty, then the server may recommend purchasing an upgraded warranty and provide a cost-benefit analysis of purchasing the upgraded warranty. If the time is outside the warranty period, then the server may recommend purchasing an extended warranty and provide a cost-benefit analysis of purchasing the extended warranty. The server may use the usage data to make a recommendation to upgrade one or more components (e.g., memory, disk drive, network card, or the like) of the computing device. The server may use the usage data to make a recommendation to upgrade from the computing device to a different computing device.
公开/授权文献:
IPC结构图谱:
| G | 物理 |
| --G06 | 计算；推算；计数 |
| ----G06Q | 专门适用于行政、商业、金融、管理、监督或预测目的的数据处理系统或方法；其他类目不包含的专门适用于行政、商业、金融、管理、监督或预测目的的处理系统或方法 |
| ------G06Q30/00 | 商业，例如行销、购物、签单、拍卖或电子商务 |
| --------G06Q30/06 | .购买、出售或租赁交易 |