User using Tools | Options | Database | Timeouts settings window to specify a seconds time for Execution Timeout setting. When long running queries are executed Toad does not stop execution once timeout setting time is reached.
Create a new connection to database using the native client. In Navigation Manager, select "Create new connection" icon and select the database platform: Oracle, SQL Server, DB2, etc. as the connection type and make the connection.