GraphLab: A New Framework For Parallel Machine Learning

Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola +3

Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuff…