Construct · 1 fields · 1 citations

frequency moments sketch: a standalone construct

One name. One construct. A landmark on the map.

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Algorithms

estimating statistics of a data stream such as frequency moments in one pass with memory far smaller than the data.

In algorithms, frequency moments sketch refers to estimating statistics of a data stream such as frequency moments in one pass with memory far smaller than the data. This meaning comes from Alon (1999) in Journal of Computer and System Sciences.[1]

Unit
Recovery means
Measured by

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Nearby constructs

frequency4 fields · 7 citationsjingle · one word, four constructs memory6 fields · 18 citationsjingle · one name, six constructs stream2 fields · 2 citationsjingle · one word, two constructs

References

Alon, N., Matias, Y., & Szegedy, M. (1999). The Space Complexity of Approximating the Frequency Moments. Journal of Computer and System Sciences, 58(1), 137-147. https://doi.org/10.1006/jcss.1997.1545

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