How does Graphlab Work?

User 3995 | 3/26/2016, 4:53:10 AM

I am a student at Stony Brook University and am presently comparing graph processing frameworks. Kindly point me to any material which does a good job at explaining the underlying infrastructure of the latest version of graphlab (1,2,3,?).

Comments

User 1592 | 3/26/2016, 6:56:20 AM

Hi You are encouraged to read our OSDI papers: https://www.usenix.org/system/files/conference/osdi12/osdi12-final-167.pdf https://www.usenix.org/system/files/conference/osdi12/osdi12-final-126.pdf Please note that we have a newer version of GraphLab called GraphLab Create which is described here: http://blog.dato.com/data-processing-architecture-of-graphlab-create - in addition to graph analytics we also handle time series, image, text, and dense data.


User 3995 | 3/27/2016, 4:55:01 AM

Terrific, I was looking for something like this, let me read and understand.