Modern_Data_lakes

1. Dremio.
2. Starburst (Starburst is the commercial version of the open source Trino (formerly PrestoSQL). Trino is a SQL-based query engine that gives users the ability to run analytics on data lakes. Starburst is fundamentally designed to handle non-interactive use cases such as ad-hoc workloads)
3. denodo
4. athena

Table Format

1. Apache Iceberg

2. Delta Lake (Databricks)

3. Apache Hudi

4. Iceberg : https://iceberg.apache.org/docs/latest/spark-queries/

5. Dremio

Before and After

https://medium.com/airbnb-engineering/upgrading-data-warehouse-infrastructure-at-airbnb-a4e18f09b6d5