On-line analysing and treating system and method
An on-line analysis and processing, unprocessed technology, applied in electrical digital data processing, special data processing applications, instruments, etc., can solve the problem of slow generation of on-line analysis and processing results, log data missing the best time to solve problems, and inability to instantly find Log data and other issues to achieve the effect of improving response speed and processing efficiency
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[0035] Pre-computing statistical summary data to generate intermediate results is the basis for fast response in OLAP. In the aggregation stage, there is no need for data aggregation for the aggregation operation. The aggregation can calculate statistics from the intermediate results instead of the original data, thereby further speeding up the reaction speed, and also ensuring that the results of online analytical processing are easy for users. understood and used. If these pre-data aggregation is not performed, when there are massive logs, the response speed is simply intolerable for users. But if the data used to respond to this aggregate operation has been precomputed, the response can be almost immediate.
[0036] For the convenience of the following description, here are some terms in OLAP. A cube, the main object in online analytical processing, is a collection of data, usually constructed from a subset of a data warehouse (DW) or database, and organized and summarize...
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