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ClickHouse vs Prometheus for High Cardinality, Part 2: Cardinality in ClickHouse

ClickHouse · published 15 May 2026

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ClickHouse vs Prometheus for High Cardinality, Part 1: Understanding the Problem Read at the source ↗

https://charity.wtf/2022/08/15/live-your-best-life-with-structured-events/

charity.wtf

https://github.com/ClickHouse/ClickHouse/pull/102246

github.com

https://clickhouse.com/docs/use-cases/observability/clickstack/ingesting-data/schemas

clickhouse.com

https://console.clickhouse.cloud/signUp?intent=o11y&loc=blog-cta-1445-get-started-today-sign-up&utm_blogctaid=1445

console.clickhouse.cloud

https://clickhouse.com/docs/sql-reference/data-types/map

clickhouse.com

https://clickhouse.com/docs/use-cases/observability/clickstack/ingesting-data/schema/map-vs-json

clickhouse.com

ClickHouse Release 26.3 Read at the source ↗

https://clickhouse.com/docs/use-cases/observability/clickstack/performance_tuning

clickhouse.com

Optimizing ClickHouse with Schemas and Codecs Read at the source ↗

https://www.vldb.org/pvldb/vol8/p1816-teller.pdf

vldb.org

https://clickhouse.com/docs/engines/table-engines/mergetree-family/textindexes

clickhouse.com

Building high-performance full-text search for object storage Read at the source ↗

https://clickhouse.com/docs/optimize/skipping-indexes

clickhouse.com

https://clickhouse.com/docs/sql-reference/statements/select/group-by

clickhouse.com

https://github.com/ClickHouse/ClickHouse/issues/57545

github.com