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US 2004/0167765 A1Published application
System and method for improving predictive modeling of an information system
OwnerNabil A. Abu El Atainventor
Life of this patent
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Abstract
A system and method for improving predictive modeling of an information system is disclosed, including generating dynamic representations of the business solution through predictive modeling and providing automated calibration of a predictive model against predefined performance benchmarks.
Claims46
A method for improving predictive modeling of an information system, comprising:
- providing a description of a business solution comprising business components and interactions among the business components;
- and
- generating a predictive model of the information system comprising a business layer generated from the business solution description, the business layer modeling dynamic characteristics and behavior of the business components and the interactions among the business components in response to dynamic business workloads, such that a dynamic representation of the business solution results.
A method for improving the accuracy of a predictive model of an information system, comprising:
- generating a predictive model of an information system comprising a business layer, an application layer, and a system layer, each layer modeling dynamic characteristics and behavior of one or more components;
- calculating individual performance metrics for each component modeled in the application and system layers from the dynamic characteristics and behavior;
- comparing the calculated individual performance metrics against predefined individual performance benchmarks to assess the accuracy of the predictive model;
- and
- performing a sensitivity analysis on individual component models that do not substantially match a corresponding performance benchmark.
2 more elements
A system for improving predictive modeling of an information system, comprising:
- an input module providing a description of a business solution to a construction module, the description of the business solution comprising business components and interactions among the business components;
- and
- the construction module generating a predictive model of the information system comprising a business layer generated from the business solution description, the business layer modeling dynamic characteristics and behavior of the business components and the interactions among the business components in response to dynamic business workloads, such that a dynamic representation of the business solution results.
A system for improving the accuracy of a predictive model of an information system, comprising:
- a construction module generating a predictive model of an information system comprising a business layer, an application layer, and a system layer, each layer modeling dynamic characteristics and behavior of one or more components;
- a performance metric calculation module calculating individual performance metrics for each component modeled in the application and system layers from the dynamic characteristics and behavior;
- the construction module comparing the calculated individual performance metrics against predefined individual performance benchmarks to assess the accuracy of the predictive model;
- and
- the construction module performing a sensitivity analysis on individual component models that do not substantially match a corresponding performance benchmark.
2 more elements
Dependencies are inferred from the claim text.