We establish graph primarily based extensions to pipelined locking and knowledge versioning to scale back network congestion and mitigate the influence of community latency. We also introduce fault tolerance on the GraphLab abstraction using the vintage Chandy-Lamport snapshot algorithm and show how it might be conveniently carried out by exploitin… Read More