The hottest big data tools in 2025 include Amazon Aurora DSQL, Snowflake Intelligence, and the Databricks Lakebase.
Super Micro Computer is scaling rack-scale AI to 6,000 racks a month, betting rising demand offsets near-term margin pressure from custom platform upgrades.