Method for dynamic optimization of multiplexed resource partitions
First Claim
1. A method for dynamically allocating system resources, comprising the operations of:
- identifying an objective associated with a corresponding partition of a resource being configured according to a first configuration;
establishing a mathematical function yielding a value associated with the objective;
detecting a violation of the objective due to a changing workload;
evaluating alternative configurations to meet the objective under the changing workload;
selecting a highest ranked one of the alternative configurations; and
substituting the first configuration with the highest ranked one of the alternative configurations.
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Abstract
A method for dynamically allocating system resources is provided. The method initiates with identifying a goal associated with a corresponding partition of a resource being configured according to a first configuration. The method includes establishing a mathematical function yielding a value associated with the goal. Once a violation of the goal is detected due to a changing workload, alternative configurations are evaluated to meet the goal under the changing workload. Then, a highest ranked one of the alternative configurations is selected and substituted for the first configuration.
53 Citations
34 Claims
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1. A method for dynamically allocating system resources, comprising the operations of:
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identifying an objective associated with a corresponding partition of a resource being configured according to a first configuration;
establishing a mathematical function yielding a value associated with the objective;
detecting a violation of the objective due to a changing workload;
evaluating alternative configurations to meet the objective under the changing workload;
selecting a highest ranked one of the alternative configurations; and
substituting the first configuration with the highest ranked one of the alternative configurations. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A computer readable medium having program instructions for dynamically allocating system resources, comprising:
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program instructions for identifying an objective associated with a corresponding partition of a resource being configured according to a first configuration;
program instructions for establishing a mathematical function representing the objective program instructions for detecting a violation of the objective due to a changing workload;
program instructions for evaluating alternative configurations to meet the objective under the changing workload;
program instructions for selecting a highest ranked one of the alternative configurations; and
program instructions for substituting the first configuration with the highest ranked one of the alternative configurations. - View Dependent Claims (13, 14, 15, 16, 17, 18, 19, 20)
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21. A computing device capable of dynamically allocating resources between concurrently executing workloads, comprising:
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a resource having a plurality of partitions, the resource associated with a first configuration of the plurality of partitions for executing the workloads;
a dynamic resource allocation module configured to enable selection of objectives associated with each of the plurality of partitions, the dynamic resource allocation module further including, a configuration monitoring module for collecting and analyzing data associated with the workloads;
a statistical process control module configured to smooth the data collected by the configuration monitoring, the smoothed data being analyzed to determine if one of the objectives is unsatisfied through the configuration monitoring module; and
a configuration change module for changing the first configuration to a second configuration by rearranging the plurality of partitions in response to determining that the one of the objectives is unsatisfied. - View Dependent Claims (22, 23, 24, 25, 26, 27, 28)
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29. A distributed computing resource system capable of dynamically allocating resources, comprising:
a server in communication with at least one consumer over a distributed network, the server including, a resource having a plurality of partitions, the resource associated with a first configuration of the plurality of partitions for executing a workload associated with the at least one consumer;
a dynamic resource allocation module configured to enable selection of objectives associated with each of the plurality of partitions, the dynamic resource allocation module further including, logic for tracking data associated with the workload;
logic for filtering the tracked data, the filtered data being analyzed to determine if one of the objectives is unsatisfied; and
logic for changing the first configuration to a second configuration by rearranging the plurality of partitions in response to determining that the one of the objectives is unsatisfied. - View Dependent Claims (30, 31, 32, 33, 34)
Specification