# In HBase, we cannot implement any cross data operations and joining operations, of course, we can implement the joining operations using MapReduce, which would take a lot of time to designing and development. How we can improve this??

In HBase, we cannot implement any cross data operations and joining operations, of course, we can implement the joining operations using MapReduce, which would take a lot of time to designing and development. How we can improve this and reduce the timings??

##### Post Metadata
- Posted at: over 6 years ago
- Author title: Senior Software Developer at Ellucian 
- Net upvotes: 1


## Comments
### Comment 1

Check out Apache Phoenix - https://phoenix.apache.org/



##### Comment Metadata
- Posted at: over 6 years ago
- Author title: Senior Database Developer & Architect




## Related Product
[Hbase](https://www.g2.com/products/hbase/reviews)

## Related Category
[Wide Column Database](https://www.g2.com/categories/wide-column-database)

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