An Apache Spark pool is the compute node that will execute the queries you write to pull data from, for example, Parquet files. You can provision a Spark pool from numerous locations. One such place is from the Manage page in Azure Synapse Analytics Studio. After clicking the Manage hub option, select Apache Spark pools….
