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Joseph Gonzalez

Postdoc

http://www.cs.berkeley.edu/~jegonzal/
jegonzal@eecs.berkeley.edu

AMPLab Publications

  • Multi-Task Learning for Straggler Avoiding Predictive Job Scheduling
  • Faster Jobs in Distributed Data Processing using Multi-Task Learning
  • The missing piece in complex analytics: Low latency, scalable model management and serving with Velox
  • Efficient and Accurate Clustering for Large-Scale Genetic Mapping
  • Parallel Double Greedy Submodular Maximization
  • GraphX: Graph Processing in a Distributed Dataflow Framework
  • GraphX: Unifying Data-Parallel and Graph-Parallel Analytics
  • MLI: An API for Distributed Machine Learning
  • Optimistic Concurrency Control for Distributed Unsupervised Learning
  • GraphX: A Resilient Distributed Graph System on Spark

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