Tyler Michael Smith

I am a PhD candidate in Computer Science at The University of Texas at Austin in The Science of High-Performance Computing Group (SHPC).

I study high-performance dense linear algebra, and recently I am most interested in reducing data movement during these operations.

Email me at .

Publications

2017

Pushing the Bounds for Matrix-Matrix Multiplication
Tyler Michael Smith and Robert A. van de Geijn
arXiv preprint arXiv:1702.02017 [pdf] [bib]

2016

The BLIS framework: Experiments in Portability
Field Van Zee, Tyler Michael Smith, Bryan Marker, Tze Meng Low, Robert Geijn, Francisco Igual, Mikhail Smelyanskiy,
Xianyi Zhang, Michael Kistler, Vernon Austel, John Gunnels, and Lee Killough
ACM Transactions on Mathematical Software (TOMS) [pdf] [bib]

Analytical Modeling is Enough for High-Performance BLIS
Tze Meng Low, Francisco D. Igual, Tyler Michael Smith, Enrique S. Quintana-Orti
ACM Transactions on Mathematical Software (TOMS) [pdf] [bib]

Strassen's Algorithm Reloaded
Jianyu Huang, Tyler Michael Smith, Greg M. Henry, and Robert A. van de Geijn
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC16) [pdf] [bib]

Automating the Last Mile for High Performance Dense Linear Algebra
Richard Michael Veras, Tze Meng Low, Tyler Michael Smith, Robert van de Geijn, and Franz Franchetti
arXiv preprint arXiv:1611.08035 [pdf] [bib]

Inducing Complex Matrix Multiplication Via the 3m and 4m Methods
Field G. Van Zee and Tyler Michael Smith
FLAME Working Note #81 [pdf] [bib]

2015

Embedding Fault-Tolerance, Exploiting Approximate Computing, and Retaining High Performance in Matrix Multiplication
Tyler Michael Smith, Enrique S. Quintana Orti, Mikhail Smelyanskiy, and Robert A. van de Geijn
Workshop On Approximate Computing (WAPCO) [pdf] [bib]

Towards ABFT for BLIS GEMM
Tyler Michael Smith, Robert A. van de Geijn, Mikhail Smelyanskiy, and Enrique S. Quintana Orti
FLAME Working Note #76 [pdf] [bib]

2014

Anatomy of High-Performance Many-Threaded Matrix Multiplication
Tyler Michael Smith, Robert van de Geijn, Mikhail Smelyanskiy, Jeff Hammond, and Field Van Zee
International Parallel and Distributed Processing Symposium (IPDPS 2014). [pdf] [bib]