Joseph Gonzalez

Joseph Gonzalez is an Assistant Professor in the Department of Electrical Engineering and Computer Science at the University of California, Berkeley, and a founding member of the RISE Lab. His research focuses on the intersection of machine learning and data systems, particularly on distributed machine learning, real-time model serving, and applying machine learning to system tuning and management.

• Distributed machine learning and inference
• Large Language Model (LLM) optimization
• System tuning with machine learning
• Real-time model personalization

Recent research trends from his work include innovations in GPU multitasking, memory-constrained LLM serving, multi-agent systems, and cloud-integrated autonomous driving. His publications emphasize scalable systems, verification mechanisms, and distributed zero-knowledge proofs.