Dr. Joseph Gonzalez

Biography

Joseph Gonzalez is an Associate Professor in the Department of Electrical Engineering and Computer Sciences at the University of California, Berkeley. He is a founding member of the RISE Lab at UC Berkeley, focusing on the intersection of machine learning and data systems. His research interests encompass a wide range of projects including real-time model serving, machine learning lifecycle management, accelerated deep learning, computer vision, new cryptographic primitives, federated learning, and deep reinforcement learning frameworks. He is known for contributions to graph query processing and asynchronous time series representations. Before his tenure at Berkeley, he completed his PhD in Machine Learning at Carnegie Mellon University, where he worked on parallel distributed systems and probabilistic reasoning. Notably, Gonzalez co-founded Turi Inc., formerly GraphLab, leveraging his thesis work on GraphLab and PowerGraph Systems. His academic path includes postdoctoral work at Berkeley’s AMPLab and contributions to significant projects such as GraphX, which is now integrated into Apache Spark.

Research Interests