Computer-implemented system and method for storing data analysis models
First Claim
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1. A computer-implemented system for processing time series data that is indicative of a data generation activity occurring over a period of time, comprising:
- one or more processors;
a computer-readable storage medium containing instructions configured to cause the one or more processors to perform operations including;
storing characteristics that define a time series model, wherein the characteristics of the time series model are stored in a model specification hierarchical data structure; and
storing characteristics that define a fitted time series model, wherein the characteristics of the fitted time series model are stored in a fitted model hierarchical data structure, and defined through an application of the time series model to the time series data.
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Abstract
Computer-implemented systems and methods for processing time series data that is indicative of a data generation activity occurring over a period of time. A model specification hierarchical data structure is used for storing characteristics that define a time series model. A fitted model hierarchical data structure stores characteristics that define a fitted time series model. The characteristics of the fitted time series model are defined through an application of the time series model to the time series data.
84 Citations
18 Claims
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1. A computer-implemented system for processing time series data that is indicative of a data generation activity occurring over a period of time, comprising:
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one or more processors; a computer-readable storage medium containing instructions configured to cause the one or more processors to perform operations including; storing characteristics that define a time series model, wherein the characteristics of the time series model are stored in a model specification hierarchical data structure; and storing characteristics that define a fitted time series model, wherein the characteristics of the fitted time series model are stored in a fitted model hierarchical data structure, and defined through an application of the time series model to the time series data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14)
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15. A computer-implemented method for processing time series data that is indicative of a data generation activity occurring over a period of time, comprising:
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storing, using one or more processors, characteristics that define a time series model, wherein the characteristics of the time series model are stored in a model specification hierarchical data structure; and storing, using one or more processors, characteristics that define a fitted time series model, wherein the characteristics of the fitted time series model are stored in a fitted model hierarchical data structure, and defined through an application of the time series model to the time series data. - View Dependent Claims (16, 17)
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18. A computer program product for processing time series data, tangibly embodied in a machine-readable storage medium, including instructions configured to cause a data processing system to:
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store characteristics that define a time series model, wherein the characteristics of the time series model are stored in a model specification hierarchical data structure; and store characteristics that define a fitted time series model, wherein the characteristics of the fitted time series model are stored in a fitted model hierarchical data structure, and defined through an application of the time series model to the time series data.
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Specification