Big data environment-oriented summary information dynamic constructing and querying method and device
A construction method and big data technology, applied in the information field, can solve problems such as data statistics that cannot slide windows, and achieve the effect of improving estimation efficiency
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[0036] In order to make the above objects, features and advantages of the present invention more obvious and understandable, the present invention will be further described below through specific embodiments and accompanying drawings.
[0037] The present invention relates to the following parameters, and the symbolic representation and specific meaning description are as shown in Table 1:
[0038] Table 1. Symbol representation and specific meaning description
[0039]
[0040]
[0041] The basic idea of the DCM sketch designed by the present invention is: pre-allocate a Count-Min Sketch with a smaller space, and as the data is continuously loaded, when the number of data items recorded in the initial Count-Min Sketch reaches the threshold and the value space base reaches After the threshold r×w (r is a preset ratio value, there is almost no "collision" in the Count-Min Sketch at this time, and w is the width of the two-dimensional counting array), and a new Count-Min...
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