Benjamin Lee
POST DOC RESEARCHER
.
Benjamin C. Lee, Ph.D.
Microsoft Research
One Microsoft Way
Redmond, WA 98052
Microsoft Research
One Microsoft Way
Redmond, WA 98052
http://research.microsoft.com/~blee
blee [at] microsoft
Benjamin Lee is a postdoctoral researcher in the Computer Architecture Group. His research focuses on power-efficient computer architectures. Benjamin is particularly interested in statistical inference and machine learning for the analysis and optimization of emerging architectures. He is also interested in combinations of technology, economics, and policy for environmentally sustainable digital infrastructure.
Ph.D., S.M., Computer Science, Harvard University (2008, 2006).
B.S., Electrical Engineering and Computer Science, UC Berkeley (2004).
Publications
- Jeremy Condit, Edmund B. Nightingale, Christopher Frost, Engin Ipek, Doug Burger, Benjamin Lee, and Derrick Coetzee, Better I/O Through Byte-Addressable, Persistent Memory, in Symposium on Operating Systems Principles (SOSP '09), Association for Computing Machinery, Inc., October 2009
- Vijay Janapa Reddi, Benjamin Lee, Trishul Chilimbi, and Kushagra Vaid, Web Search Using Small Cores: Quantifying the Price of Efficiency, no. MSR-TR-2009-105, August 2009
- Benjamin Lee, Engin Ipek, Onur Mutlu, and Doug Burger, Architecting Phase Change Memory as a Scalable DRAM Alternative, in International Symposium on Computer Architecture (ISCA), June 2009
- Benjamin C. Lee, Jamison Collins, Hong Wang, and David Brooks, CPR: Composable Performance Regression for Scalable Multiprocessor Models, in International Symposium on Microarchitecture (MICRO), November 2008
- Benjamin C. Lee and David Brooks, Efficiency Trends and Limits from Comprehensive Microarchitectural Adaptivity, in International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), March 2008
- Benjamin C. Lee and David Brooks, Roughness of Microarchitectural Design Topologies and its Implications for Optimization, in International Symposium on High-Performance Computer Architecture (HPCA), February 2008
- Benjamin C. Lee, David Brooks, Bronis de Supinski, Martin Schulz, Karan Singh, and Sally McKee, Methods of Inference and Learning for Performance Modeling of Parallel Applications, in Symposium on Principles and Practice of Parallel Programming (PPoPP), March 2007
- Benjamin C. Lee and David Brooks, Illustrative Design Space Studies with Microarchitectural Regression Models, in International Symposium on High-Performance Computer Architecture (HPCA), February 2007
- Benjamin C. Lee and David Brooks, Accurate and Efficient Regression Modeling for Microarchitectural Performance and Power Prediction, in International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), October 2006
- Yingmin Li, Benjamin C. Lee, David Brooks, Zhigang Hu, and Kevin Skadron, CMP Design Space Exploration Subject to Physical Constraints, in International Symposium on High-Performance Computer Architecture (HPCA), February 2006
- Benjamin C. Lee, Richard Vuduc, James Demmel, and Katherine Yelick, Performance Models for Evaluation and Automatic Tuning of Symmetric Sparse Matrix-vector Multiply, in International Conference on Parallel Processing (ICPP), August 2004
- Richard Vuduc, James Demmel, Katherine Yelick, Shoaib Kamil, Rajesh Nishtala, and Benjamin C. Lee, Performance Optimizations and Bounds for Sparse Matrix-vector Multiply, in Supercomputing 2002, November 2002
