Hi all,

I have been wondering how Giraph can support a large graph that is constantly 
being updated by multiple jobs running simultaneously.
Output of  jobs are continually adding  extra and modifying edges / vertices  
in the graph. Some notion of transactional concurrency would be needed as well 
in this environment.

>From what I can see it appears that Giraph may be well suited to working with 
>snapshots of such as system rather than the root implementation, but I feel 
>that I might be missing a core design pattern.


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