Multidimensional Histograms - Mailing list pgsql-hackers

From Alexander Cheshev
Subject Multidimensional Histograms
Date
Msg-id CAN_hQmsYDhPMK4bSJHPw3RGnpKqPbx2Uk_7HRV+Dz9F5H7dj1A@mail.gmail.com
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Responses Re: Multidimensional Histograms
List pgsql-hackers
Hello Hackers,

To improve selectivities of queries I suggest to add support of
multidimensional histograms as described in paper [1].

To query multidimensional histograms efficiently we can use H-trees as
described in paper [2].

Postgres has limited support of multivariate statistics:
 * MCV only useful for columns with small number of distinct values;
 * functional dependencies only reflect dependencies among columns
(not column values).

[1] http://www.cs.cmu.edu/~rcarlson/docs/RyanCarlson_databases.pdf
[2] https://dl.acm.org/doi/pdf/10.1145/50202.50205

-- 
Regards,
Alexander Cheshev



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