Method and System for Computer Power and Resource Consumption Modeling
First Claim
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1. A method in a data processing system for predicting future power consumption in computing systems, comprising:
- receiving an indication of one or more computing devices to predict power for;
receiving one or more input parameters associated with the one or more computing devices;
automatically generating a prediction of the power consumption of the one or more computing devices over a future time interval; and
transmitting the generated prediction.
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Abstract
Methods and systems are provided to precisely model the power consumption of both monolithic (physical) and virtual computing devices in near-real-time or real-time, allowing for precise prediction and classification of power and/or resource use and detection of anomalous power and/or resource utilization solely based on a system'"'"'s operational workloads.
111 Citations
36 Claims
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1. A method in a data processing system for predicting future power consumption in computing systems, comprising:
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receiving an indication of one or more computing devices to predict power for; receiving one or more input parameters associated with the one or more computing devices; automatically generating a prediction of the power consumption of the one or more computing devices over a future time interval; and transmitting the generated prediction. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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15. A data processing system for predicting future power consumption in computing systems, comprising:
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a memory comprising instructions to cause a processor to; receive an indication of one or more computing devices to predict power for; receive one or more input parameters associated with the one or more computing devices; automatically generate a prediction of the power consumption of the one or more computing devices over a future time interval; and transmitting the generated prediction; and the processor configured to execute the instructions in the memory. - View Dependent Claims (16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28)
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29. A method in a data processing system for determining current power consumption and predicting future power consumption in computing systems, comprising:
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receiving an indication of one or more computing devices to predict power for; receiving one or more input parameters associated with the one or more computing devices; automatically generating one of;
1) a current status of the power consumption of the one or more computing devices, and
2) a prediction of the power consumption of the one or more computing devices over a future time interval; andtransmitting the one of;
(1) the current status of the power consumption and (2) the generated prediction. - View Dependent Claims (30, 31, 32, 33, 34, 35, 36)
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Specification