Sotabase

Career

· Principal Research Scientist, Adobe2019–
· Senior Research Scientist, Adobe2015–2019
· Research Scientist, Massachusetts Institute of Technology (MIT)2012–2015
· Doctor of Philosophy (PhD), Computer Science, University of California, Berkeley2006–2012
· Computer Science Researcher, Lawrence Berkeley National Laboratory2002–2006

Publications (116)

OpenTuner: An extensible framework for program autotuning
International Conference on Parallel Architectures and Compilation Techniques · 2014
621
cited
The tensor algebra compiler
Proc. ACM Program. Lang. · 2017
425
cited
The potential of the cell processor for scientific computing
ACM International Conference on Computing Frontiers · 2005
394
cited
Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code
IEEE/ACM International Symposium on Code Generation and Optimization · 2018
291
cited
Optimization and Performance Modeling of Stencil Computations on Modern Microprocessors
SIAM Review · 2007
249
cited
An auto-tuning framework for parallel multicore stencil computations
IEEE International Parallel and Distributed Processing Symposium · 2010
243
cited
GraphIt: a high-performance graph DSL
Proc. ACM Program. Lang. · 2018
172
cited
Performance Optimizations and Bounds for Sparse Matrix-Vector Multiply
International Conference on Software Composition · 2002
158
cited
Implicit and explicit optimizations for stencil computations
Workshop on Memory System Performance and Correctness · 2006
154
cited
Communication-Optimal Parallel Recursive Rectangular Matrix Multiplication
2013 IEEE 27th International Symposium on Parallel and Distributed Processing · 2013
125
cited
Scientific Computing Kernels on the Cell Processor
International journal of parallel programming · 2007
120
cited
SEJITS: Getting Productivity and Performance With Selective Embedded JIT Specialization
2010
119
cited
Impact of modern memory subsystems on cache optimizations for stencil computations
Memory System Performance · 2005
116
cited
Power efficiency in high performance computing
2008 IEEE International Symposium on Parallel and Distributed Processing · 2008
94
cited
Verified lifting of stencil computations
ACM-SIGPLAN Symposium on Programming Language Design and Implementation · 2016
94
cited
Analyzing Ultra-Scale Application Communication Requirements for a Reconfigurable Hybrid Interconnect
International Conference on Software Composition · 2005
89
cited
Analysis of photonic networks for a chip multiprocessor using scientific applications
2009 3rd ACM/IEEE International Symposium on Networks-on-Chip · 2009
70
cited
A sparse iteration space transformation framework for sparse tensor algebra
Proc. ACM Program. Lang. · 2020
65
cited
Energy-Efficient Computing for Extreme-Scale Science
Computer · 2009
65
cited
Tensor Algebra Compilation with Workspaces
IEEE/ACM International Symposium on Code Generation and Optimization · 2019
65
cited
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