Re: Spark 2.1.1 Graphx graph loader GC overhead error

2017-07-11 Thread Aritra Mandal
yncxcw wrote > hi, > > I think if the OOM occurs before the computation begins, the input data is > probably too big to fit in memory. I remembered that the graph data would > expand when loading the data input memory. And the scale of expanding is > pretty huge( based on my experiment on Pagerank

Re: Spark 2.1.1 Graphx graph loader GC overhead error

2017-07-10 Thread Aritra Mandal
yncxcw wrote > hi, > > It highly depends on the algorithms you are going to apply to your data > sets. Graph applications are usually memory hungry and probably cause > long > GC or even OOM. > > Suggestions include: 1. make some highly reused RDD as > StorageLevel.MEMORY_ONLY > and leave the r