The Hidden Cost of Tiny Inserts: How Fragmentation Drains ClickHouse

While many blame large datasets for slowdowns, ClickHouse performance often degrades due to operational overhead caused by excessive small data parts. Frequent micro-inserts outpace background merging, leading to metadata bloat and resource exhaustion that impacts both ingestion and query efficiency.