Some of the ways to reduce the cost for creating big data tools are:
- Identify historical and unproductive data and enhance the storage accordingly.
- Remove those processes that are unused but have high costs.
- Remove processes that are duplicate.
- Manage data lineage.
- Avoid manual scripting wherever possible.