Management of data centers using a model
US7644051B1 · kind B1 · utility
71Cited by
3References
17Claims
0Family size
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Key dates
| Filing date | Jul 28, 2006 |
| Grant date | Jan 5, 2010 |
| Priority date | — |
| Expiry date | Feb 5, 2028 |
Classification
- Technology area (CPC Y)Emerging Cross-Sectional Technologies
- CPC primaryY10S706/903
- WIPO fieldControl
- WIPO sectorInstruments
Abstract
In a method for managing a data center, data for a training set of data is collected. The data includes heat loads generated by a plurality of electronic components and temperatures at multiple locations in the data center and under varying power profiles. A machine learning application is implemented to develop a model of a thermal topology of the data center using the training set of data and the model is implemented to predict heat profiles corresponding to a plurality of power profiles that are outside of the training set of data.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.