Hello, I'm interested in extending the comparison between GraphX and GraphLab presented in Xin et. al (2013). The evaluation presented there is rather limited as it only compares the frameworks for one algorithm (PageRank) on a cluster with a fixed number of nodes. Are there any graph algorithms where one might expect GraphX to perform better than GraphLab? Do you expect the scaling properties (i.e. performance as a function of # of worker nodes) to differ?
Thanks for your help. I'd be happy to share the results of this study with the community, if there's sufficient interest. Regards, Niko