PREDICTIVE RESOURCE MANAGEMENT
First Claim
1. An apparatus, comprising:
- a monitoring module to monitor database system resource consumption over time, in conjunction with scheduled data loading, data export, and query operations; and
a processor to generate a database system resource consumption map based on the database system resource consumption over time, and to adjust database system workload throttling to accommodate predicted database system resource consumption based on the resource consumption map and current system loading induced by at least one of data loading, data export, or query activity, prior to the current database resource consumption reaching a predefined critical consumption level.
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Accused Products
Abstract
Apparatus, systems, and methods may operate to monitor database system resource consumption over various time periods, in conjunction with scheduled data loading, data export, and query operations. Additional activities may include generating a database system resource consumption map based on the monitoring, and adjusting database system workload throttling to accommodate predicted database system resource consumption based on the resource consumption map and current system loading, prior to the current database resource consumption reaching a predefined critical consumption level. The current system loading may be induced by data loading, data export, or query activity. Other apparatus, systems, and methods are disclosed.
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Citations
20 Claims
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1. An apparatus, comprising:
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a monitoring module to monitor database system resource consumption over time, in conjunction with scheduled data loading, data export, and query operations; and a processor to generate a database system resource consumption map based on the database system resource consumption over time, and to adjust database system workload throttling to accommodate predicted database system resource consumption based on the resource consumption map and current system loading induced by at least one of data loading, data export, or query activity, prior to the current database resource consumption reaching a predefined critical consumption level. - View Dependent Claims (2, 3, 4, 5)
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6. A processor-implemented method to execute on one or more processors that perform the method, comprising:
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monitoring database system resource consumption over time, in conjunction with scheduled data loading, data export, and query operations; generating a database system resource consumption map based on the monitoring; and adjusting database system workload throttling to accommodate predicted database system resource consumption based on the resource consumption map and current system loading induced by at least one of data loading, data export, or query activity, prior to the current database resource consumption reaching a predefined critical consumption level. - View Dependent Claims (7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17)
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18. A processor-implemented method to execute on one or more processors that perform the method, comprising:
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monitoring current database system resource consumption over time across multiple database systems, in conjunction with scheduled data loading and query operations; generating a database system resource consumption map based on the monitoring; and adjusting database system workload throttling to accommodate predicted database resource consumption based on the resource consumption map and current system loading induced by at least one of data loading, data export, or query activity, prior to the current database system resource consumption for a first one of the multiple database systems reaching a predefined critical consumption level. - View Dependent Claims (19, 20)
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Specification