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How do databases count?

hailelagi.com · published 5 November 2024

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https://www.postgresql.org/docs/current/using-explain.html

postgresql.org

https://wiki.postgresql.org/wiki/Inlining_of_SQL_functions

wiki.postgresql.org

https://www.sqlite.org/opcode.html

sqlite.org

https://en.wikipedia.org/wiki/Data_independence

en.wikipedia.org

https://github.com/hailelagi/peppermint

github.com

https://en.wikipedia.org/wiki/Relational_algebra

en.wikipedia.org

https://www.postgresql.org/docs/9.2/functions.html

postgresql.org

https://docs.rs/sqlparser/latest/sqlparser/ast/trait.Visitor.html

docs.rs

https://en.wikipedia.org/wiki/Recursive_descent_parser

en.wikipedia.org

https://www.postgresql.org/docs/current/monitoring-stats.html

postgresql.org

https://c9x.me/x86/html/file_module_x86_id_5.html

c9x.me

https://gregorygundersen.com/blog/2019/11/11/morris-algorithm/ Read at the source ↗

gregorygundersen.com

https://docs.citusdata.com/en/stable/articles/hll_count_distinct.html

docs.citusdata.com

https://www.crunchydata.com/blog/high-compression-metrics-storage-with-postgres-hyperloglog

crunchydata.com

https://docs.timescale.com/use-timescale/latest/hyperfunctions/approx-count-distincts/hyperloglog/

docs.timescale.com

https://engineering.fb.com/2018/12/13/data-infrastructure/hyperloglog/

engineering.fb.com

http://research.google/pubs/hyperloglog-in-practice-algorithmic-engineering-of-a-state-of-the-art-cardinality-estimation-algorithm/

research.google

https://cloud.google.com/bigquery/docs/reference/standard-sql/hll_functions

cloud.google.com

Redis new data structure: the HyperLogLog Read at the source ↗

antirez.com

https://www.algorithm-archive.org/contents/approximate_counting/approximate_counting.html

algorithm-archive.org

https://15445.courses.cs.cmu.edu/spring2023/notes/01-introduction.pdf

15445.courses.cs.cmu.edu

https://15445.courses.cs.cmu.edu/fall2024/notes/02-modernsql.pdf

15445.courses.cs.cmu.edu