[Java] Ensure dependency management and BOM for all dependencies

[vibhatha]

Describe the enhancement requested

It would be better to follow better dependency management practices through out the Arrow Java project. As discussed here it seems there are some exceptions. And these must be resolved.

Component(s)

Java