Alexander Breuer

26 papers A* 1A 5C 7Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Einsum Trees: An Abstraction for Optimizing the Execution of Tensor Expressions.
ASPLOS (2)
Alexander Breuer, Mark Blacher, Max Engel, Joachim Giesen, Alexander Heinecke, Julien Klaus, Stefan Remke
2024 A* conf
Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines.
NeurIPS
Mark Blacher, Christoph Staudt, Julien Klaus, Maurice Wenig, Niklas Merk, Alexander Breuer, Max Engel, Sören Laue, Joachim Giesen
2024 A conf
Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures.
IPDPS
Evangelos Georganas, Dhiraj D. Kalamkar, Kirill Voronin, Abhisek Kundu, Antonio Noack, Hans Pabst, Alexander Breuer, Alexander Heinecke
2024 — conf
Hello SME! Generating Fast Matrix Multiplication Kernels Using the Scalable Matrix Extension.
SC Workshops
Stefan Remke, Alexander Breuer
2024 J jnl
Hello SME! Generating Fast Matrix Multiplication Kernels Using the Scalable Matrix Extension.
CoRR
Stefan Remke, Alexander Breuer
2023 J jnl
Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures.
CoRR
Evangelos Georganas, Dhiraj D. Kalamkar, Kirill Voronin, Antonio Noack, Hans Pabst, Alexander Breuer, Alexander Heinecke
2022 A conf
Next-Generation Local Time Stepping for the ADER-DG Finite Element Method.
IPDPS
Alexander Breuer, Alexander Heinecke
2022 J jnl
Next-Generation Local Time Stepping for the ADER-DG Finite Element Method.
CoRR
Alexander Breuer, Alexander Heinecke
2022 J jnl
Tensor Processing Primitives: A Programming Abstraction for Efficiency and Portability in Deep Learning and HPC Workloads.
Frontiers Appl. Math. Stat.
Evangelos Georganas, Dhiraj D. Kalamkar, Sasikanth Avancha, Menachem Adelman, Deepti Aggarwal, Cristina Anderson, Alexander Breuer, Jeremy Bruestle, Narendra Chaudhary, Abhisek Kundu, Denise Kutnick, Frank Laub, Md. Vasimuddin, Sanchit Misra, Ramanarayan Mohanty, Hans Pabst, Brian Retford, Barukh Ziv, Alexander Heinecke
2021 J jnl
Tensor Processing Primitives: A Programming Abstraction for Efficiency and Portability in Deep Learning Workloads.
CoRR
Evangelos Georganas, Dhiraj D. Kalamkar, Sasikanth Avancha, Menachem Adelman, Cristina Anderson, Alexander Breuer, Narendra Chaudhary, Abhisek Kundu, Md. Vasimuddin, Sanchit Misra, Ramanarayan Mohanty, Hans Pabst, Barukh Ziv, Alexander Heinecke
2021 A conf
Tensor processing primitives: a programming abstraction for efficiency and portability in deep learning workloads.
SC
Evangelos Georganas, Dhiraj D. Kalamkar, Sasikanth Avancha, Menachem Adelman, Cristina Anderson, Alexander Breuer, Jeremy Bruestle, Narendra Chaudhary, Abhisek Kundu, Denise Kutnick, Frank Laub, Md. Vasimuddin, Sanchit Misra, Ramanarayan Mohanty, Hans Pabst, Barukh Ziv, Alexander Heinecke
2019 C conf
Petaflop Seismic Simulations in the Public Cloud.
ISC
Alexander Breuer, Yifeng Cui, Alexander Heinecke
2019 J jnl
Tensor-optimized hardware accelerates fused discontinuous Galerkin simulations.
Parallel Comput.
Alexander Heinecke, Alexander Breuer, Yifeng Cui
2017 C conf
Accelerating Seismic Simulations Using the Intel Xeon Phi Knights Landing Processor.
ISC
Josh Tobin, Alexander Breuer, Alexander Heinecke, Charles Yount, Yifeng Cui
2017 C conf
EDGE: Extreme Scale Fused Seismic Simulations with the Discontinuous Galerkin Method.
ISC
Alexander Breuer, Alexander Heinecke, Yifeng Cui
2016 C conf
High Order Seismic Simulations on the Intel Xeon Phi Processor (Knights Landing).
ISC
Alexander Heinecke, Alexander Breuer, Michael Bader, Pradeep Dubey
2016 A conf
Petascale Local Time Stepping for the ADER-DG Finite Element Method.
IPDPS
Alexander Breuer, Alexander Heinecke, Michael Bader
2016 — conf
YASK - Yet Another Stencil Kernel: A Framework for HPC Stencil Code-Generation and Tuning.
WOLFHPC@SC
Charles Yount, Josh Tobin, Alexander Breuer, Alejandro Duran
2015 C conf
High-Order ADER-DG Minimizes Energy- and Time-to-Solution of SeisSol.
ISC
Alexander Breuer, Alexander Heinecke, Leonhard Rannabauer, Michael Bader
2015 J jnl
Invasive Compute Balancing for Applications with Shared and Hybrid Parallelization.
Int. J. Parallel Program.
Martin Schreiber, Christoph Riesinger, Tobias Neckel, Hans-Joachim Bungartz, Alexander Breuer
2014 A conf
Petascale High Order Dynamic Rupture Earthquake Simulations on Heterogeneous Supercomputers.
SC
Alexander Heinecke, Alexander Breuer, Sebastian Rettenberger, Michael Bader, Alice-Agnes Gabriel, Christian Pelties, Arndt Bode, William Barth, Xiangke Liao, Karthikeyan Vaidyanathan, Mikhail Smelyanskiy, Pradeep Dubey
2014 C conf
Sustained Petascale Performance of Seismic Simulations with SeisSol on SuperMUC.
ISC
Alexander Breuer, Alexander Heinecke, Sebastian Rettenberger, Michael Bader, Alice-Agnes Gabriel, Christian Pelties
2014 — conf
Vectorization of an augmented Riemann solver for the shallow water equations.
HPCS
Michael Bader, Alexander Breuer, Wolfgang Holzl, Sebastian Rettenberger
2013 — conf
Accelerating SeisSol by Generating Vectorized Code for Sparse Matrix Operators.
PARCO
Alexander Breuer, Alexander Heinecke, Michael Bader, Christian Pelties
2012 — conf
Parallel Fully Adaptive Tsunami Simulations.
Facing the Multicore-Challenge
Michael Bader, Alexander Breuer, Martin Schreiber
2012 C conf
Teaching Parallel Programming Models on a Shallow-Water Code.
ISPDC
Alexander Breuer, Michael Bader