ADAPTIVE KNOWLEDGE-BASED REASONING IN AUTONOMIC COMPUTING SYSTEMS
First Claim
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1. A method for selection of a machine learning algorithm, the method comprising:
- receiving as an input a state of at least one problem and at least one context associated with the problem;
selecting a machine learning algorithm based on the problem and context of the problem that have been received; and
outputting the machine learning algorithm that has been selected to an autonomic controller.
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Abstract
A method, information processing system, and network select machine learning algorithms for managing autonomous operations of network elements. A state (404) of at least one problem (406) and at least one context associated with the problem are received as input. A machine learning algorithm (118) is selected (410) based on the problem and context of the problem that have been received. The machine learning algorithm (118) that has been selected is outputted to an autonomic controller.
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Citations
20 Claims
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1. A method for selection of a machine learning algorithm, the method comprising:
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receiving as an input a state of at least one problem and at least one context associated with the problem; selecting a machine learning algorithm based on the problem and context of the problem that have been received; and outputting the machine learning algorithm that has been selected to an autonomic controller. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. An information processing system for selecting a machine learning algorithm, the information processing system comprising:
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a memory; a processor communicatively coupled to the memory; and an autonomic manager communicatively coupled to the memory and the processor, wherein the autonomic manager is adapted to; receive as an input a state of at least one problem and at least one context associated with the problem; select a machine learning algorithm based on the problem and context of the problem that have been received; and output the machine learning algorithm that has been selected to an autonomic controller. - View Dependent Claims (11, 12, 13, 14, 15)
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16. A network for managing autonomous operations of networking elements the network comprising:
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a first network element; at least a second network element; and at least one information processing system communicatively coupled to the first network element and the at least second network element, the at least one information processing system comprising; a memory; a processor communicatively coupled to the memory; and an autonomic manager communicatively coupled to the memory and the processor, wherein the autonomic manager is adapted to; receive as an input a state of at least one problem and at least one context associated with the problem, wherein the at least one problem and the context are further associated with at least one of the first network element and the at least second network element; select a machine learning algorithm based on the problem and context of the problem that have been received; and output the machine learning algorithm that has been selected to an autonomic controller. - View Dependent Claims (17, 18, 19, 20)
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Specification