Maybe titandb ?! It uses Hbase to store graphs and solr (on HDFS) to index 
graphs. I am not 100% sure it supports it, but probably.
It can also integrate Spark, but analytics on a given graph only.
Otherwise you need to go for dedicated graph system.

> On 24 Oct 2016, at 16:41, Marco <rocchi.1407...@studenti.uniroma1.it> wrote:
> 
> Hi,
> 
> I'm a student in Computer Science and I'm working for my master thesis=20
> on Graph Partitioning problem, focusing on dynamic graph.
> 
> I'm searching for a framework to manage Dynamic Graph, with possible=20
> disappearing of edges/nodes. Now the problem is: GraphX alone cannot=20
> provide solution to manages this kind of graph, and searching throw=20
> internet I didn't found nothing of relevant. There is a framework or a=20
> way to handle dynamic graphs?
> 
> Thanks in advance
> 
> Marco Rocchi
> 
> 
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