Search Results for author: Joseph Hellerstein

Found 4 papers, 0 papers with code

Learning to Optimize Join Queries With Deep Reinforcement Learning

no code implementations9 Aug 2018 Sanjay Krishnan, Zongheng Yang, Ken Goldberg, Joseph Hellerstein, Ion Stoica

Exhaustive enumeration of all possible join orders is often avoided, and most optimizers leverage heuristics to prune the search space.

Databases

GraphLab: A New Framework For Parallel Machine Learning

no code implementations9 Aug 2014 Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola, Danny Bickson, Carlos E. Guestrin, Joseph Hellerstein

Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging.

BIG-bench Machine Learning

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