Revolver applies asynchronous reinforcement learning and label propagation in a vertex-centric agent model to partition large graphs scalably while maintaining load balance.
Mosaic: Processing a trillion-edge graph on a single machine
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Partitioning Graphs for the Cloud using Reinforcement Learning
Revolver applies asynchronous reinforcement learning and label propagation in a vertex-centric agent model to partition large graphs scalably while maintaining load balance.