- 专利标题: Active management of files being processed in enterprise data warehouses utilizing time series predictions
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申请号: US18102901申请日: 2023-01-30
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公开(公告)号: US12111848B2公开(公告)日: 2024-10-08
- 发明人: Wasimakram Binnal , Karthik Kolar Nagaraja , Pradeep Revanna Premakumar
- 申请人: Cerner Innovation, Inc.
- 申请人地址: US MO Kansas City
- 专利权人: Cerner Innovation, Inc.
- 当前专利权人: Cerner Innovation, Inc.
- 当前专利权人地址: US MO Kansas City
- 代理机构: Kilpatrick Townsend & Stockton LLP
- 主分类号: G06F16/28
- IPC分类号: G06F16/28 ; G06F16/21 ; H04L67/10
摘要:
Techniques are provided for determining a delay in a data process flow at an enterprise data warehouse. An example method includes a device receiving historical data from a staging area and a target database of a data warehouse. The device can generate a feature for a machine learning model based at least in part on the historical data. The device can generate a forecasted time interval between receipt of data at the staging area and receipt of the data at the target database using the machine learning model and based at least in part on the generated feature, the data to be transmitted from the staging area to the target database. The device can compare the forecasted time interval with an expected time interval. The device can generate a work ticket based at least in part on the comparison.
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