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ORCIDMichel Steuwer
Person information
- affiliation: Technische Universität Berlin, Germany
- affiliation (former): University of Edinburgh, UK
- affiliation (former): University of Glasgow, UK
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Books and Theses
- 2015
[b1]Michel Steuwer:
Improving programmability and performance portability on many-core processors. Universität Münster, 2015, pp. 1-262
Journal Articles
- 2024
- [j15]Björn Franke
, Zhibo Li, John Magnus Morton, Michel Steuwer:
Collection skeletons: Declarative abstractions for data collections. J. Syst. Softw. 213: 112042 (2024) - [j14]Bastian Köpcke, Sergei Gorlatch, Michel Steuwer:
Descend: A Safe GPU Systems Programming Language. Proc. ACM Program. Lang. 8(PLDI): 841-864 (2024) - [j13]Xueying Qin, Liam O'Connor, Rob van Glabbeek, Peter Höfner, Ohad Kammar, Michel Steuwer:
Shoggoth: A Formal Foundation for Strategic Rewriting. Proc. ACM Program. Lang. 8(POPL): 61-89 (2024) - [j12]Thomas Koehler, Andrés Goens, Siddharth Bhat, Tobias Grosser, Phil Trinder, Michel Steuwer:
Guided Equality Saturation. Proc. ACM Program. Lang. 8(POPL): 1727-1758 (2024) - 2023
- [j11]Bastian Hagedorn, Johannes Lenfers, Thomas Koehler, Xueying Qin, Sergei Gorlatch, Michel Steuwer:
Achieving High Performance the Functional Way: Expressing High-Performance Optimizations as Rewrite Strategies. Commun. ACM 66(3): 89-97 (2023) - [j10]Wenhao Tang, Daniel Hillerström, James McKinna, Michel Steuwer, Ornela Dardha, Rongxiao Fu, Sam Lindley:
Structural Subtyping as Parametric Polymorphism. Proc. ACM Program. Lang. 7(OOPSLA2): 1093-1121 (2023) - [j9]Xueying Qin, Liam O'Connor, Michel Steuwer:
Primrose: Selecting Container Data Types by Their Properties. Art Sci. Eng. Program. 7(3) (2023) - 2021
- [j8]Ari Rasch, Richard Schulze, Michel Steuwer, Sergei Gorlatch:
Efficient Auto-Tuning of Parallel Programs with Interdependent Tuning Parameters via Auto-Tuning Framework (ATF). ACM Trans. Archit. Code Optim. 18(1): 1:1-1:26 (2021) - 2020
- [j7]Bastian Hagedorn, Johannes Lenfers, Thomas Koehler, Xueying Qin, Sergei Gorlatch, Michel Steuwer:
Achieving high-performance the functional way: a functional pearl on expressing high-performance optimizations as rewrite strategies. Proc. ACM Program. Lang. 4(ICFP): 92:1-92:29 (2020) - [j6]Larisa Stoltzfus, Bastian Hagedorn, Michel Steuwer, Sergei Gorlatch, Christophe Dubach:
Tiling Optimizations for Stencil Computations Using Rewrite Rules in Lift. ACM Trans. Archit. Code Optim. 16(4): 52:1-52:25 (2020) - 2014
- [j5]Michael Olejnik, Michel Steuwer, Sergei Gorlatch, Dominik Heider:
gCUP: rapid GPU-based HIV-1 co-receptor usage prediction for next-generation sequencing. Bioinform. 30(22): 3272-3273 (2014) - [j4]Michel Steuwer, Malte Friese, Sebastian Albers, Sergei Gorlatch:
Introducing and Implementing the Allpairs Skeleton for Programming Multi-GPU Systems. Int. J. Parallel Program. 42(4): 601-618 (2014) - [j3]Michel Steuwer, Michael Haidl, Stefan Breuer, Sergei Gorlatch:
High-Level Programming of Stencil Computations on Multi-GPU Systems Using the SkelCL Library. Parallel Process. Lett. 24(3) (2014) - [j2]Michel Steuwer, Sergei Gorlatch:
SkelCL: a high-level extension of OpenCL for multi-GPU systems. J. Supercomput. 69(1): 25-33 (2014) - 2013
- [j1]Philipp Kegel, Michel Steuwer, Sergei Gorlatch:
dOpenCL: Towards uniform programming of distributed heterogeneous multi-/many-core systems. J. Parallel Distributed Comput. 73(12): 1639-1648 (2013)
Conference and Workshop Papers
- 2024
- [c40]George Bisbas, Anton Lydike, Emilien Bauer, Nick Brown, Mathieu Fehr, Lawrence Mitchell, Gabriel Rodriguez-Canal, Maurice Jamieson, Paul H. J. Kelly, Michel Steuwer, Tobias Grosser:
A shared compilation stack for distributed-memory parallelism in stencil DSLs. ASPLOS (3) 2024: 38-56 - [c39]Guilherme Ottoni, Fernando Pereira, Michel Steuwer, Jingling Xue:
Welcome from the Program Chairs. CGO 2024: v-vi - 2023
- [c38]Erik Orm Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi:
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. ASPLOS (4) 2023: 19-42 - 2022
- [c37]Federico Pizzuti, Michel Steuwer, Christophe Dubach:
Generating Work Efficient Scan Implementations for GPUs the Functional Way. Euro-Par 2022: 335-349 - [c36]Celeste Hollenbeck, Michael F. P. O'Boyle, Michel Steuwer:
Investigating magic numbers: improving the inlining heuristic in the Glasgow Haskell Compiler. Haskell 2022: 81-94 - [c35]Lukas Siefke, Bastian Köpcke, Sergei Gorlatch, Michel Steuwer:
Systematically extending a high-level code generator with support for tensor cores. GPGPU@PPoPP 2022: 3:1-3:6 - [c34]Björn Franke, Zhibo Li, John Magnus Morton, Michel Steuwer:
Collection Skeletons: Declarative Abstractions for Data Collections. SLE 2022: 189-201 - 2021
- [c33]Martin Lücke, Michel Steuwer, Aaron Smith:
Integrating a functional pattern-based IR into MLIR. CC 2021: 12-22 - [c32]Thomas Koehler, Michel Steuwer:
Towards a Domain-Extensible Compiler: Optimizing an Image Processing Pipeline on Mobile CPUs. CGO 2021: 27-38 - [c31]Jubi Taneja, Michel Steuwer:
Report from the Artifact Evaluation Committee. CGO 2021: x-xi - [c30]Federico Pizzuti, Michel Steuwer, Christophe Dubach:
Generating high performance code for irregular data structures using dependent types. FHPNC@ICFP 2021: 37-49 - [c29]Larisa Stoltzfus, Brian Hamilton, Michel Steuwer, Lu Li, Christophe Dubach:
Code Generation for Room Acoustics Simulations with Complex Boundary Conditions. IPDPS 2021: 485-496 - 2020
- [c28]Federico Pizzuti, Michel Steuwer, Christophe Dubach:
Generating fast sparse matrix vector multiplication from a high level generic functional IR. CC 2020: 85-95 - [c27]John Magnus Morton, Kuba Kaszyk, Lu Li, Jiawen Sun, Christophe Dubach, Michel Steuwer, Murray Cole, Michael F. P. O'Boyle:
DelayRepay: delayed execution for kernel fusion in Python. DLS 2020: 43-56 - [c26]Toomas Remmelg, Bastian Hagedorn, Lu Li, Michel Steuwer, Sergei Gorlatch, Christophe Dubach:
High-level hardware feature extraction for GPU performance prediction of stencils. GPGPU@PPoPP 2020: 21-30 - 2019
- [c25]Bastian Köpcke, Michel Steuwer, Sergei Gorlatch:
Generating efficient FFT GPU code with Lift. FHPNC@ICFP 2019: 1-13 - [c24]Federico Pizzuti, Michel Steuwer, Christophe Dubach:
Position-dependent arrays and their application for high performance code generation. FHPNC@ICFP 2019: 14-26 - [c23]Martin Kristien, Bruno Bodin, Michel Steuwer, Christophe Dubach:
High-level synthesis of functional patterns with Lift. ARRAY@PLDI 2019: 35-45 - 2018
- [c22]Philip Ginsbach, Toomas Remmelg, Michel Steuwer, Bruno Bodin, Christophe Dubach, Michael F. P. O'Boyle:
Automatic Matching of Legacy Code to Heterogeneous APIs: An Idiomatic Approach. ASPLOS 2018: 139-153 - [c21]Bastian Hagedorn, Larisa Stoltzfus, Michel Steuwer, Sergei Gorlatch, Christophe Dubach:
High performance stencil code generation with lift. CGO 2018: 100-112 - [c20]Gordon Brown, Christopher Di Bella, Michael Haidl, Toomas Remmelg, Ruymán Reyes, Michel Steuwer:
Introducing Parallelism to the Ranges TS. IWOCL 2018: 17:1-17:5 - 2017
- [c19]Michel Steuwer, Toomas Remmelg, Christophe Dubach:
Lift: a functional data-parallel IR for high-performance GPU code generation. CGO 2017: 74-85 - [c18]Bastian Hagedorn, Michel Steuwer, Sergei Gorlatch:
A Transformation-Based Approach to Developing High-Performance GPU Programs. Ershov Informatics Conference 2017: 179-195 - [c17]Michael Haidl, Michel Steuwer, Hendrik Dirks, Tim Humernbrum, Sergei Gorlatch:
Towards Composable GPU Programming: Programming GPUs with Eager Actions and Lazy Views. PMAM@PPoPP 2017: 58-67 - [c16]Juan José Fumero, Michel Steuwer, Lukas Stadler, Christophe Dubach:
Just-In-Time GPU Compilation for Interpreted Languages with Partial Evaluation. VEE 2017: 60-73 - 2016
- [c15]Michel Steuwer, Toomas Remmelg, Christophe Dubach:
Matrix multiplication beyond auto-tuning: rewrite-based GPU code generation. CASES 2016: 15:1-15:10 - [c14]Toomas Remmelg, Thibaut Lutz, Michel Steuwer, Christophe Dubach:
Performance portable GPU code generation for matrix multiplication. GPGPU@PPoPP 2016: 22-31 - [c13]Michael Haidl, Michel Steuwer, Tim Humernbrum, Sergei Gorlatch:
Multi-stage programming for GPUs in C++ using PACXX. GPGPU@PPoPP 2016: 32-41 - 2015
- [c12]Michel Steuwer, Christian Fensch, Sam Lindley, Christophe Dubach:
Generating performance portable code using rewrite rules: from high-level functional expressions to high-performance OpenCL code. ICFP 2015: 205-217 - [c11]Juan José Fumero, Toomas Remmelg, Michel Steuwer, Christophe Dubach:
Runtime Code Generation and Data Management for Heterogeneous Computing in Java. PPPJ 2015: 16-26 - 2014
- [c10]Sergei Gorlatch, Michel Steuwer:
Towards High-Level Programming for Systems with Many Cores. Ershov Memorial Conference 2014: 111-126 - [c9]Juan José Fumero, Michel Steuwer, Christophe Dubach:
A Composable Array Function Interface for Heterogeneous Computing in Java. ARRAY@PLDI 2014: 44-49 - 2013
- [c8]Michel Steuwer, Sergei Gorlatch:
High-Level Programming for Medical Imaging on Multi-GPU Systems Using the SkelCL Library. ICCS 2013: 749-758 - [c7]Michel Steuwer, Sergei Gorlatch:
SkelCL: Enhancing OpenCL for High-Level Programming of Multi-GPU Systems. PaCT 2013: 258-272 - 2012
- [c6]Michel Steuwer, Sergei Gorlatch, Matthias Buß, Stefan Breuer:
Using the SkelCL Library for High-Level GPU Programming of 2D Applications. Euro-Par Workshops 2012: 370-380 - [c5]Philipp Kegel, Michel Steuwer, Sergei Gorlatch:
Uniform High-Level Programming of Many-Core and Multi-GPU Systems. High Performance Computing Workshop (2) 2012: 159-176 - [c4]Philipp Kegel, Michel Steuwer, Sergei Gorlatch:
dOpenCL: Towards a Uniform Programming Approach for Distributed Heterogeneous Multi-/Many-Core Systems. IPDPS Workshops 2012: 174-186 - [c3]Michel Steuwer, Philipp Kegel, Sergei Gorlatch:
Towards High-Level Programming of Multi-GPU Systems Using the SkelCL Library. IPDPS Workshops 2012: 1858-1865 - [c2]Michel Steuwer, Philipp Kegel, Sergei Gorlatch:
A High-Level Programming Approach for Distributed Systems with Accelerators. SoMeT 2012: 430-441 - 2011
- [c1]Michel Steuwer, Philipp Kegel, Sergei Gorlatch:
SkelCL - A Portable Skeleton Library for High-Level GPU Programming. IPDPS Workshops 2011: 1176-1182
Parts in Books or Collections
- 2015
- [p1]Michel Steuwer:
Verbesserung der Programmierbarkeit und Performance-Portabilität von Manycore-Prozessoren. Ausgezeichnete Informatikdissertationen 2015: 269-278
Editorship
- 2024
- [e2]Tobias Grosser, Christophe Dubach, Michel Steuwer, Jingling Xue, Guilherme Ottoni, ernando Magno Quintão Pereira:
IEEE/ACM International Symposium on Code Generation and Optimization, CGO 2024, Edinburgh, United Kingdom, March 2-6, 2024. IEEE 2024, ISBN 979-8-3503-9509-9 [contents] - [e1]Michel Steuwer, I-Ting Angelina Lee, Milind Chabbi:
Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, PPoPP 2024, Edinburgh, United Kingdom, March 2-6, 2024. ACM 2024 [contents]
Informal and Other Publications
- 2024
- [i14]George Bisbas, Anton Lydike, Emilien Bauer, Nick Brown, Mathieu Fehr, Lawrence Mitchell, Gabriel Rodriguez-Canal, Maurice Jamieson, Paul H. J. Kelly, Michel Steuwer, Tobias Grosser:
A shared compilation stack for distributed-memory parallelism in stencil DSLs. CoRR abs/2404.02218 (2024) - 2023
- [i13]Wenhao Tang, Daniel Hillerström, James McKinna, Michel Steuwer, Ornela Dardha, Rongxiao Fu, Sam Lindley:
Structural Subtyping as Parametric Polymorphism. CoRR abs/2304.08267 (2023) - [i12]Rongxiao Fu, Ornela Dardha, Michel Steuwer:
Traced Types for Safe Strategic Rewriting. CoRR abs/2304.14154 (2023) - [i11]Bastian Köpcke, Sergei Gorlatch, Michel Steuwer:
Descend: A Safe GPU Systems Programming Language. CoRR abs/2305.03448 (2023) - [i10]Mathieu Fehr, Michel Weber, Christian Ulmann, Alexandre Lopoukhine, Martin Lücke, Théo Degioanni, Michel Steuwer, Tobias Grosser:
Sidekick compilation with xDSL. CoRR abs/2311.07422 (2023) - 2022
- [i9]Michel Steuwer, Thomas Koehler, Bastian Köpcke, Federico Pizzuti:
RISE & Shine: Language-Oriented Compiler Design. CoRR abs/2201.03611 (2022) - [i8]Xueying Qin, Liam O'Connor, Michel Steuwer:
Primrose: Selecting Container Data Types by their Properties. CoRR abs/2205.09655 (2022) - [i7]Erik Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi:
BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. CoRR abs/2212.11142 (2022) - 2021
- [i6]Rongxiao Fu, Xueying Qin, Ornela Dardha, Michel Steuwer:
Row-Polymorphic Types for Strategic Rewriting. CoRR abs/2103.13390 (2021) - [i5]Thomas Koehler, Phil Trinder, Michel Steuwer:
Sketch-Guided Equality Saturation: Scaling Equality Saturation to Complex Optimizations in Languages with Bindings. CoRR abs/2111.13040 (2021) - 2020
- [i4]Bastian Hagedorn, Johannes Lenfers, Thomas Koehler, Sergei Gorlatch, Michel Steuwer:
A Language for Describing Optimization Strategies. CoRR abs/2002.02268 (2020) - 2017
- [i3]Robert Atkey, Michel Steuwer, Sam Lindley, Christophe Dubach:
Strategy Preserving Compilation for Parallel Functional Code. CoRR abs/1710.08332 (2017) - 2015
- [i2]Michel Steuwer, Christian Fensch, Christophe Dubach:
Patterns and Rewrite Rules for Systematic Code Generation (From High-Level Functional Patterns to High-Performance OpenCL Code). CoRR abs/1502.02389 (2015) - [i1]Chris Cummins, Pavlos Petoumenos, Michel Steuwer, Hugh Leather:
Autotuning OpenCL Workgroup Size for Stencil Patterns. CoRR abs/1511.02490 (2015)
Coauthor Index
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