Gheorghi Guzun
Title: Assistant Professor, San Jose State University
Research Expertise
Dr. Guzun's research interests are at the intersection of data management and machine learning and include topics such as algorithm optimization for machine learning, energy efficiency in data-intensive applications, data compression and quantization, large-scale indexing, data analysis, and exploration. Many of the research projects are focused on the scalability and performance of large data management systems, with a special interest in hardware-driven software design for data analytics, machine learning, and distributed systems. His work has addressed critical applications such as improving compute infrastructure monitoring systems, energy-efficient data centers, and fast modeling of possible flood events to improve intervention response times.
Areas of Expertise/Keywords
- Data Intensive Systems
- Machine Learning Systems
- Data Compression
- Data Quantization
