Matthew Badin

Donald Bren School of Information and Computer Science
Department of Computer Science
University of California, Irvine
Irvine, CA 92697

mbadin at uci dot edu

Office: ICS 430A
Office Hours: By Appointment

"...you tend to find that the older you get the more conservative you get, typically, and you kinda start to worry about Moore's Law not happening. But if you bring the bright young talent and say, 'Hey, bright young talent, we old guys made Moore's Law happen for 40 years, don't screw it up', they're smart enough to figure it out". - Craig Barrett, Former Intel Chairman

Research

MATTLAS (Matt's Linear Algebra Subroutines), a high performance BLAS implementation for x64

Publications

Journals

Matthew Badin, Lubomir Bic, Michael Dillencourt, Alexandru Nicolau. Improving Accuracy for Matrix Multiplications on GPUs. Scientific Programming. Volume 19 (2011), 3-11.

Conferences

Matthew Badin, Paolo D'Alberto, Lubomir Bic, Michael Dillencourt, Alexandru Nicolau. Improving Numerical Accuracy for Non-Negative Matrix Multiplication on GPUs using Recursive Algorithms. The 27th International Conference on Supercomputing. Eugene, Oregon. 2013. [Paper Available after Presentation]

Matthew Badin, Paolo D'Alberto, Lubomir Bic, Michael Dillencourt, Alexandru Nicolau. Improving the Accuracy of High Performance BLAS Implementations using Adaptive Blocked Algorithms. The 23rd International Symposium on Computer Architecture and High Performance Computing, Vitoria, Espirito Santo, Brazil, 2011. [PDF]

Matthew Badin, Lubomir Bic, Michael Dillencourt, Alexandru Nicolau. Pretty Good Accuracy in Matrix Multiplication with GPUs. Ninth International Symposium on Parallel and Distributed Computing, Istanbul, Turkey, 2010. [Website , PDF]

Workshops

Matthew Badin, Lubomir Bic, Michael Dillencourt, Alexandru Nicolau. Improving Accuracy through Selective Doubly Compensated Summation. Workshop on Language, Compiler, and Architecture Support for GPGPU, Bangalore, India, 2010.