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US 11,107,100 B2Granted
Distributing computational workload according to tensor optimization
AssigneeInternational Business Machines Corporation
InventorsAaron K. Baughman, Gray Cannon, Micah Forster, Shikhar Kwatra
Life of this patent
Estimating the term…
Abstract
Optimizing market assets using tensor optimization across cloud and edge resources by generating a tensor space associated with market assets, calculating matrices associated with the tensor space according to market asset correlations, determining market asset allocation opportunities, and suggesting market asset allocations according to a user risk assessment.
Claims20
A computer implemented method for managing application execution, the method comprising:
- generating a first tensor space associated with market assets, by a cloud resource;
- generating a second tensor space associated with users, by a cloud resource;
- allocating a generation of a combined tenor space from the first tensor space and the second tensor space to cloud resources according to a magnitude of the computational problem;
- generating a combined tensor space from the first tensor space with the second tensor space using cloud resources;
- allocating a mapping of correlations between the market assets and positive user outcomes to cloud resources according to a magnitude of the computational problem;
- mapping correlations between the market assets and positive user outcomes, within the combined tensor space;
- allocating a determination of market asset allocation opportunities according to the correlations to edge cloud resources according to a magnitude of the computational problem;
- determining market asset allocation opportunities according to the correlations;
- and
- suggesting market asset allocations according to a user risk assessment.
7 more elements
A computer program product for managing application execution, the computer program product comprising one or more computer readable storage devices and stored program instructions on the one or more computer readable storage devices, the stored program instructions comprising:
- program instructions for generating a first tensor space associated with market assets by a cloud resource;
- program instructions for generating a second tensor space associated with users, by a cloud resource;
- program instructions for allocating a generation of a combined tenor space from the first tensor space and the second tensor space to cloud resources according to a magnitude of the computational problem;
- program instructions for generating a combined tensor space from the first tensor space with the second tensor space using cloud resources;
- program instructions for allocating a mapping of correlations between the market assets and positive user outcomes to cloud resources according to a magnitude of the computational problem;
- program instructions for mapping correlations between the market assets and positive user outcomes, within the combined tensor space;
- program instructions for allocating a determination of market asset allocation opportunities according to the correlations to edge cloud resources according to a magnitude of the computational problem;
- program instructions for determining market asset allocation opportunities according to the correlations;
- and
- program instructions for suggesting market asset allocations according to a user risk assessment.
7 more elements
A computer system for managing application execution, the computer system comprising:
- one or more computer processors;
- one or more computer readable storage devices;
- and
- stored program instructions on the one or more computer readable storage devices for execution by the one or more computer processors, the stored program instructions comprising:
- program instructions for generating a first tensor space associated with market assets by a cloud resource;
- program instructions for generating a second tensor space associated with users, by a cloud resource;
- program instructions for allocating a generation of a combined tenor space from the first tensor space and the second tensor space to cloud resources according to a magnitude of the computational problem;
- program instructions for generating a combined tensor space from the first tensor space with the second tensor space using cloud resources;
- program instructions for allocating a mapping of correlations between the market assets and positive user outcomes to cloud resources according to a magnitude of the computational problem;
- program instructions for mapping correlations between the market assets and positive user outcomes, within the combined tensor space;
- program instructions for allocating a determination of market asset allocation opportunities according to the correlations to edge cloud resources according to a magnitude of the computational problem;
- program instructions for determining market asset allocation opportunities according to the correlations;
- and
- program instructions for suggesting market asset allocations according to a user risk assessment.
11 more elements
Dependencies are inferred from the claim text.