Level 2/4
Many top teams rely on custom In-Memory Data Grids combined with specialized timeseries formats for low-latency ingestion. For historical analysis they stream data to column-oriented storages like ClickHouse. Standard PostgreSQL timescale extensions might struggle with that massive write volume.
June 15, 2026 at 5:58 AM