The configuration file in parallel extender specifies the number of processes or nodes for parallel execution and defines the actual disk storage location for data. These are essential configuration parameters that control how parallel jobs run and where data is stored. Operator specifications and memory utilization are typically handled at the job or stage level, not in the config file.