Alexander Breuer

According to our database, Alexander Breuer authored at least 24 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Hello SME! Generating Fast Matrix Multiplication Kernels Using the Scalable Matrix Extension.

Stefan Remke, Alexander Breuer

CoRR, 2024

Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures.

Evangelos Georganas, Dhiraj D. Kalamkar, Kirill Voronin, Abhisek Kundu, Antonio Noack, Hans Pabst, Alexander Breuer, Alexander Heinecke

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

Harnessing Deep Learning and HPC Kernels via High-Level Loop and Tensor Abstractions on CPU Architectures.

Evangelos Georganas, Dhiraj D. Kalamkar, Kirill Voronin, Antonio Noack, Hans Pabst, Alexander Breuer, Alexander Heinecke

CoRR, 2023

2022

Tensor Processing Primitives: A Programming Abstraction for Efficiency and Portability in Deep Learning and HPC Workloads.

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

Frontiers Appl. Math. Stat., 2022

Next-Generation Local Time Stepping for the ADER-DG Finite Element Method.

Alexander Breuer, Alexander Heinecke

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

2021

Tensor Processing Primitives: A Programming Abstraction for Efficiency and Portability in Deep Learning Workloads.

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

CoRR, 2021

Tensor processing primitives: a programming abstraction for efficiency and portability in deep learning workloads.

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

Proceedings of the International Conference for High Performance Computing, 2021

2019

Tensor-optimized hardware accelerates fused discontinuous Galerkin simulations.

Alexander Heinecke, Alexander Breuer, Yifeng Cui

Parallel Comput., 2019

Petaflop Seismic Simulations in the Public Cloud.

Alexander Breuer, Yifeng Cui, Alexander Heinecke

Proceedings of the High Performance Computing - 34th International Conference, 2019

2017

Accelerating Seismic Simulations Using the Intel Xeon Phi Knights Landing Processor.

Josh Tobin, Alexander Breuer, Alexander Heinecke, Charles Yount, Yifeng Cui

Proceedings of the High Performance Computing - 32nd International Conference, 2017

EDGE: Extreme Scale Fused Seismic Simulations with the Discontinuous Galerkin Method.

Alexander Breuer, Alexander Heinecke, Yifeng Cui

Proceedings of the High Performance Computing - 32nd International Conference, 2017

2016

High Performance Earthquake Simulations (Hochperformante Erdbebensimulationen)

Alexander Nikolas Breuer

PhD thesis, 2016

High Order Seismic Simulations on the Intel Xeon Phi Processor (Knights Landing).

Alexander Heinecke, Alexander Breuer, Michael Bader, Pradeep Dubey

Proceedings of the High Performance Computing - 31st International Conference, 2016

YASK - Yet Another Stencil Kernel: A Framework for HPC Stencil Code-Generation and Tuning.

Charles Yount, Josh Tobin, Alexander Breuer, Alejandro Duran

Proceedings of the Sixth International Workshop on Domain-Specific Languages and High-Level Frameworks for High Performance Computing, 2016

Petascale Local Time Stepping for the ADER-DG Finite Element Method.

Alexander Breuer, Alexander Heinecke, Michael Bader

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

2015

Invasive Compute Balancing for Applications with Shared and Hybrid Parallelization.

Martin Schreiber, Christoph Riesinger, Tobias Neckel, Hans-Joachim Bungartz, Alexander Breuer

Int. J. Parallel Program., 2015

High-Order ADER-DG Minimizes Energy- and Time-to-Solution of SeisSol.

Alexander Breuer, Alexander Heinecke, Leonhard Rannabauer, Michael Bader

Proceedings of the High Performance Computing - 30th International Conference, 2015

Hochperformante Erdbebensimulationen.

Alexander Nikolas Breuer

Proceedings of the Ausgezeichnete Informatikdissertationen 2015, 2015

2014

Sustained Petascale Performance of Seismic Simulations with SeisSol on SuperMUC.

Alexander Breuer, Alexander Heinecke, Sebastian Rettenberger, Michael Bader, Alice-Agnes Gabriel, Christian Pelties

Proceedings of the Supercomputing - 29th International Conference, 2014

Petascale High Order Dynamic Rupture Earthquake Simulations on Heterogeneous Supercomputers.

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

Proceedings of the International Conference for High Performance Computing, 2014

Vectorization of an augmented Riemann solver for the shallow water equations.

Michael Bader, Alexander Breuer, Wolfgang Holzl, Sebastian Rettenberger

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

2013

Accelerating SeisSol by Generating Vectorized Code for Sparse Matrix Operators.

Alexander Breuer, Alexander Heinecke, Michael Bader, Christian Pelties

Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

2012

Teaching Parallel Programming Models on a Shallow-Water Code.

Alexander Breuer, Michael Bader

Proceedings of the 11th International Symposium on Parallel and Distributed Computing, 2012

Parallel Fully Adaptive Tsunami Simulations.

Michael Bader, Alexander Breuer, Martin Schreiber

Proceedings of the Facing the Multicore-Challenge, 2012