Marghoob Mohiyuddin

(marghoob AT eecs)

Soda Hall, UC Berkeley, CA 94720		 Picture of Marghoob Mohiyuddin
I am a PhD student in the EECS department at the University of California, Berkeley. I work with Prof. John Wawrzynek and Prof. James Demmel. My current research focuses on hardware/software co-tuning and communication-minimizing algorithms for sparse linear algebra. I completed my Masters in Electrical and Computer Engineering from the University of Texas, Austin. At the University of Texas at Austin, I worked with Prof. Adnan Aziz on designing VLSI implementation efficient low density parity check codes (LDPCs). I work with the BeBOP group and Future Technologies group at LBNL.

Publications

Michael F. Wehner, Leonid Oliker, John Shalf, David Donofrio, L. A. Drummond,R. Heikes, Shoaib Kamil, Celal Konor, Norm Miller, H. Miura, Marghoob Mohiyuddin, Dave Randall, and W.-S. Yang. Hardware/Software Co-design of Global Cloud System Resolving Models. In Journal of Advances in Modeling Earth Systems, October 2011.

J. Krueger, David Donofrio, John Shalf, Marghoob Mohiyuddin, Sam Williams, Leonid Oliker, and F.-J. Pfreundt. Hardware/Software Co-design for Energy-Energycient Seismic Modeling. In Proc. of Supercomputing, November 2011.

James Demmel, Kathy Yelick, Michael Anderson, Grey Ballard, Erin Carson, I. Dumitriu, Laura Grigori, Mark Hoemmen, Olga Holtz, Kurt Keutzer, Nick Knight, J. Langou, Marghoob Mohiyuddin, Oded Schwartz, Edgar Solomonik, Sam Williams, and H. Xiang. Rethinking Algorithms for Future Architectrues: Communication-Avoiding Algorithms. In Proc. of Hot Chips, August 2011.

Marghoob Mohiyuddin, Mark Murphy, Leonid Oliker, John Shalf, John Wawrzynek, and Sam Williams. A Methodology for Domain-Optimized Power-Efficient Supercomputing (pdf). In Proc. of Supercomputing, November 2009.

Marghoob Mohiyuddin, Mark Hoemmen, James Demel, and Kathy Yelick. Minimizing Communication in Sparse Matrix Solvers (pdf). In Proc. of Supercomputing, November 2009.

David Donofrio, Leonid Oliker, John Shalf, Michael Wehner, Chris Rowen, Jens Krueger, Shoaib Kamil, and Marghoob Mohiyuddin. Energy-Efficient Computing for Extreme Scale Science (link). In IEEE Computer Magazine, November 2009.

Gilbert Hendry, Shoaib Kamil, Aleksandr Biberman, Johnnie Chan, Benjamin Lee, Marghoob Mohiyuddin, Ankit Jain, Keren Bergman, Luca Carloni, John Kubiatowicz, Leonid Oliker, and John Shalf. Analysis of Photonic Networks for a Chip Multiprocessor Using Scientific Applications. In Proc. of Networks-on-Chip Symposium, May 2009.

Ankit Jain, Shoaib Kamil, Marghoob Mohiyuddin, John Shalf, and John Kubiatowicz. Performance and Energy Comparison of Electrical and Hybrid Photonic Networks for CMPs. In Workshop on High Performance Embedded Computing Conference, August 2008.

James Demmel, Mark Hoemmen, Marghoob Mohiyuddin, and Kathy Yelick. Avoiding Communication in Sparse Matrix Computations (pdf). In Proc. of International Parallel and Distributed Processing Symposium, April 2008.

James Demmel, Mark Hoemmen, Marghoob Mohiyuddin, and Kathy Yelick. Avoiding Communication in Computing Krylov Subspaces (pdf). Techreport UCB/EECS-2007-123, October 2007.

Xiang Wu, Amit Prakash, Marghoob Mohiyuddin, and Adnan Aziz. Scheduling Traffic Matrices on General Switch Fabrics. In Proc. of IEEE Hot Interconnects, August 2006.

Marghoob Mohiyuddin, Amit Prakash, Xiang Wu, and Adnan Aziz. A Reconfigurable Architecture and Associated CAD Algorithm for Multirate LDPC Decoding. In Proc. of Asilomar Conference on Signals, Systems and Computers, October 2005.

Marghoob Mohiyuddin, Amit Prakash, Adnan Aziz, and Wayne Wolf. Synthesizing Interconnect-Efficient Low Density Parity Check Codes. In Proc. of Design Automation Conference, June 2004.