Spark is capable to Perform in three modes
- Spark VM
- Standalone(Ubuntu Linux)
- MESOS(Google cluster)
By default, Spark does not have a file system. There are plenty of user-friendly, fast and low cost file systems available in the market.
You can use Amazon S3 or HDFS for the business