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

In this blog, we explore why high cardinality behaves fundamentally differently in column-oriented databases like ClickHouse, and why the costs appear in very different places than in traditional series-based systems like Prometheus.