GraphLab: A Distributed Abstraction for Machine Learning in the Cloud by Carlos Guestrin. (video)
Take away line: “How does a vertex think?”
Deeply impressive presentation and performance numbers!
Resources:
GraphLab 2.1: http://graphlab.org
GraphChi 0.1: http://graphchi.org
This needs to be very high on your graph reading/following list.
I first saw this at: SFBayACM talk: GraphLab framework for Machine Learning in the Cloud.
[…] can lead to new approaches, such as “Think like a vertex.” (GraphLab: A Distributed Abstraction…), […]
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