- Integrate with existing infrastructure. You can’t expect a green field. It can certainly replace some existing components, but will need to augment others even if it capable of replacing them.
- Utilize existing staff. Hive isn’t optimal, but there is value in having existing staff who understand existing systems, business needs, and data sets work in the new Hadoop environment.