Methods and apparatus for statistical data analysis and reduction for an enterprise application
First Claim
1. A method of time-wise data reduction and storage, comprising A. inputting data from at least one source, B. summarizing that data according to a specified epoch in which it belongs, C. generating for each such epoch, one or more RDF triples characterizing the summarized data.
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Abstract
The invention provides methods of time-wise data reduction that include the steps of inputting data from a source; summarizing that data according to one or more selected epochs in which it belongs; and generating for each such selected epoch one or more RDF triples characterizing the summarized data. The data source may be, for example, a database, a data stream or otherwise. The selected epoch may be a second, minute, hour, week, month, year, or so forth. The triples may be output in the form of RDF document objects. These can be stored, for example, in a hierarchical data store such as, for example, a WebDAV server. Triples parsed from the document objects may be maintained in a relational store that is organized, for example, according to a hashed with origin approach.
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Citations
18 Claims
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1. A method of time-wise data reduction and storage, comprising
A. inputting data from at least one source, B. summarizing that data according to a specified epoch in which it belongs, C. generating for each such epoch, one or more RDF triples characterizing the summarized data.
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7. A method of time-wise data reduction and storage, comprising
A. querying one or more data sources, B. summarizing data received from the data sources in response to querying, where the data is summarized by selected epoch, C. generating for each such epoch, one or more RDF triples characterizing the summarized data, D. storing the RDF triples to one or more data stores, along with further RDF triples characterizing the data from which the summaries were generated, where the one or more data stores include any of a hierarchical data store and a relational data store.
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13. A method of time-wise data reduction and storage, comprising
A. at least one of querying and filtering data from one or more data sources, B. summarizing the data received in one or more selected epochs of differing length, C. generating RDF document objects comprising one or more RDF triples characterizing the summarized data, D. storing the RDF documents to a first, hierarchical data store, E. storing the triples therein to a second, relational data store.
Specification