Selected Publications
You can find my publications also on my Google Scholar and dblp profiles.
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A. Rasch
(De/Re)-Composition of Data-Parallel Computations via Multi-Dimensional Homomorphisms
ACM Transactions on Programming Languages and Systems (TOPLAS 2024 – original work, presented at PLDI’24 conference)
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A. Rasch
Full Version: (De/Re)-Composition of Data-Parallel Computations via Multi-Dimensional Homomorphisms
arXiv 2024
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A. Rasch, R. Schulze, D. Shabalin, A. Elster, S. Gorlatch, M. Hall
(De/Re)-Compositions Expressed Systematically via MDH-Based Schedules
ACM SIGPLAN International Conference on Compiler Construction (CC 2023)
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A. Rasch, R. Schulze, M. Steuwer, S. Gorlatch
Efficient Auto-Tuning of Parallel Programs With Interdependent Tuning Parameters via Auto-Tuning Framework (ATF)
ACM Transactions on Architecture and Code Optimization (TACO 2021 – original work, presented at HiPEAC’21 conference)
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A. Rasch, R. Schulze, and S. Gorlatch
Generating Portable High-Performance Code via Multi-Dimensional Homomorphisms
International Conference on Parallel Architectures and Compilation Techniques (PACT 2019)
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A. Rasch, J.Bigge, M. Wrodarczyk, R. Schulze, S. Gorlatch
dOCAL: High-Level Distributed Programming with OpenCL and CUDA
The Journal of Supercomputing (JOS 2019)
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A. Rasch, R. Schulze, M. Gorus, J. Hiller, S. Bartholomäus, S. Gorlatch
High-Performance Probabilistic Record Linkage via Multi-Dimensional Homomorphisms
ACM/SIGAPP Symposium On Applied Computing (SAC 2018)
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A. Rasch, S. Gorlatch
Multi-Dimensional Homomorphisms and Their Implementation in OpenCL
International Journal of Parallel Programming (IJPP 2018)
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A. Rasch, S. Gorlatch
ATF: A Generic, Directive-Based Auto-Tuning Framework
Concurrency and Computation: Practice and Experience (CCPE 2018)
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A. Rasch, M. Wrodarczyk, R. Schulze, S. Gorlatch
OCAL: An Abstraction for Host- Code Programming with OpenCL and CUDA
IEEE International Conference on Parallel and Distributed Systems (ICPADS 2018)
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A. Rasch, M. Haidl, S. Gorlatch
ATF: A Generic Auto-Tuning Framework
IEEE International Conference on High Performance Computing and Communications (HPCC 2017)
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WIP/Short Papers
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A. Rasch, R. Schulze, S. Gorlatch.
Expressing Hierarchical Code Optimizations via MDH-Based Schedules
Hierarchical Parallelism for Exascale Computing (HiPar@SC 2022), (WIP paper)
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R. Schulze, A. Rasch, S. Gorlatch
Code Generation & Optimization for Deep- Learning Computations on GPUs via Multi-Dimensional Homomorphisms
International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2021), (short paper)
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A. Rasch, R. Schulze, S. Gorlatch
md_poly: A Performance-Portable Polyhedral Compiler Based on Multi-Dimensional Homomorphisms
International Workshop on Polyhedral Compilation Techniques (IMPACT 2020), (WIP paper)
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A. Rasch
Performance, Portability, and Productivity for Data-parallel Applications on Multi- and Many-core Architectures
ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity (SPLASH 2019), (short paper)
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A. Rasch, R. Schulze, S. Gorlatch
Developing High-Performance, Portable OpenCL Code via Multi-Dimensional Homomorphisms
International Workshop on OpenCL (IWOCL 2019), (extended abstract)
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A. Rasch, S. Gorlatch
ATF: A Generic Auto-Tuning Framework
International Symposium on High-Performance Parallel and Distributed Computing (HPDC 2018), (short paper)
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A. Rasch, S. Gorlatch
Performance, Portability, and Productivity for Data-Parallel Computations on Multi- and Many-Core Architectures
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2019), (doctoral showcase)
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A. Rasch, R. Schulze, S. Gorlatch
Portable Parallel Performance via Multi-Dimensional Homomorphisms
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC 2018), (short paper)
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