Joseph Gonzalez

Joseph Gonzalez

Title
Assistant Professor
Department
Division of Computer Science/EECS
Research Expertise and Interest
artificial intelligence, database management systems
Research Description

Joseph Gonzalez is an assistant professor in the EECS department at UC Berkeley and a founding member of the new UC Berkeley RISE Lab. His research interests are at the intersection of machine learning and data systems and his students are working on a wide range of projects including: real-time model serving; machine learning life-cycle management; accelerated deep learning for computer vision; new cryptographic primitives for federated learning; frameworks for deep reinforcement learning and parameter tuning; model based cloud resource management; software platforms for autonomous vehicles research; computational efficient representations for asynchronous time series; smf frameworks for graph query processing.

He is co-founder of Turi Inc. (formerly GraphLab), which was originally based on his thesis work on the GraphLab and PowerGraph Systems. Turi was recently acquired by Apple Inc.

Before joining UC Berkeley as an assistant professor, he was a post-doc in the UC Berkeley AMPLab working on several projects including GraphX (now part of Apache Spark), early versions of MLbase, Velox, and concurrency control for ML. He obtained his PhD from the Machine Learning Department at Carnegie Mellon University where he worked on Parallel and Distributed Systems for Probabilistic Reasoning.

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