Usage-based optimization of network traffic and data warehouse size
First Claim
1. A method for maintaining a data warehouse having a plurality of fields for storing data from one or more data sources, comprising:
- monitoring queries issued against the data warehouse; and
selectively updating the data warehouse with data, from one or more of the data sources, for a limited subset of fields involved in the monitored queries.
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Accused Products
Abstract
The present invention generally provides systems, methods, and articles of manufacture for maintaining a data warehouse having a plurality of fields updated with data from one or more data sources. Rather than automatically update every field of data available in the warehouse, a limited subset of fields identified through their involvement in queries issued against the warehouse are updated. By limiting the fields that are updated, the network bandwidth required to transmit the updates to the data warehouse may be reduced. Further, by removing fields from the data warehouse that are not in use, the size of the data warehouse may be reduced.
12 Citations
30 Claims
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1. A method for maintaining a data warehouse having a plurality of fields for storing data from one or more data sources, comprising:
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monitoring queries issued against the data warehouse; and
selectively updating the data warehouse with data, from one or more of the data sources, for a limited subset of fields involved in the monitored queries. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A method for maintaining a data warehouse, comprising:
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receiving updates for a plurality of fields of the data warehouse, the updates comprising data from one or more data sources;
monitoring queries issued against the data warehouse;
identifying, based on the monitored queries, one or more fields of the data warehouse that have not been involved in queries for a predetermined time period; and
sending a request to discontinue receiving updates for the identified fields. - View Dependent Claims (8, 9, 10, 11, 12)
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13. A computer-readable medium containing a program which, when executed by a processor, performs operations for maintaining a data warehouse having a plurality of fields for storing data from one or more data sources, the operations comprising:
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monitoring queries issued against the data warehouse; and
selectively updating the data warehouse with data, from one or more of the data sources, for a limited subset of fields involved in the monitored queries. - View Dependent Claims (14, 15, 16, 17, 18, 19, 20, 21)
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22. A database system comprising:
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a data warehouse comprising fields of data containing data originating from one or more data sources;
one or more applications configured to issue queries against the data warehouse; and
a warehouse manager configured to limit the number of fields of the data warehouse that are updated with data from the one or more data sources based on usage of the fields in queries issued against the data warehouse. - View Dependent Claims (23, 24, 25)
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26. A database system comprising:
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a data warehouse comprising physical fields of data containing data originating from one or more data sources;
a data repository abstraction component comprising logical fields mapped to corresponding physical fields of the data warehouse;
one or more applications configured to issue abstract queries against the data warehouse, the abstract queries based on logical fields of the data repository abstraction component; and
a warehouse manager configured to monitor the involvement of the logical fields in abstract queries issued by the one or more applications and limit the number of physical fields of the data warehouse that are updated with data from the one or more data sources, based on the monitored involvement. - View Dependent Claims (27, 28, 29, 30)
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Specification