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ORCIDChristophe Dubach
Person information
- affiliation: McGill University, Canada
- affiliation (former): University of Edinburgh, UK
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Books and Theses
- 2009
[b1]Christophe Dubach:
Using machine-learning to efficiently explore the architecture/compiler co-design space. University of Edinburgh, UK, 2009
Journal Articles
- 2023
- [j12]Tzung-Han Juang
, Christof Schlaak, Christophe Dubach:
Let Coarse-Grained Resources Be Shared: Mapping Entire Neural Networks on FPGAs. ACM Trans. Embed. Comput. Syst. 22(5s): 114:1-114:23 (2023) - 2022
- [j11]Vanya Yaneva, Ajitha Rajan, Christophe Dubach:
GPU acceleration of finite state machine input execution: Improving scale and performance. Softw. Test. Verification Reliab. 32(1) (2022) - [j10]Christof Schlaak, Tzung-Han Juang, Christophe Dubach:
Memory-Aware Functional IR for Higher-Level Synthesis of Accelerators. ACM Trans. Archit. Code Optim. 19(2): 16:1-16:26 (2022) - 2020
- [j9]Floyd M. Chitalu, Christophe Dubach, Taku Komura:
Binary Ostensibly-Implicit Trees for Fast Collision Detection. Comput. Graph. Forum 39(2): 509-521 (2020) - [j8]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) - 2017
- [j7]Paul-Jules Micolet, Aaron Smith, Christophe Dubach:
A Study of Dynamic Phase Adaptation Using a Dynamic Multicore Processor. ACM Trans. Embed. Comput. Syst. 16(5s): 121:1-121:19 (2017) - 2016
- [j6]Erik Tomusk, Christophe Dubach:
Diversity: A Design Goal for Heterogeneous Processors. IEEE Comput. Archit. Lett. 15(2): 81-84 (2016) - [j5]Erik Tomusk, Christophe Dubach, Michael F. P. O'Boyle:
Four Metrics to Evaluate Heterogeneous Multicores. ACM Trans. Archit. Code Optim. 12(4): 37:1-37:25 (2016) - [j4]Erik Tomusk, Christophe Dubach, Michael F. P. O'Boyle:
Selecting Heterogeneous Cores for Diversity. ACM Trans. Archit. Code Optim. 13(4): 49:1-49:25 (2016) - 2013
- [j3]Christophe Dubach, Timothy M. Jones, Edwin V. Bonilla:
Dynamic microarchitectural adaptation using machine learning. ACM Trans. Archit. Code Optim. 10(4): 31:1-31:28 (2013) - 2012
- [j2]Christophe Dubach, Timothy M. Jones, Michael F. P. O'Boyle:
Exploring and Predicting the Effects of Microarchitectural Parameters and Compiler Optimizations on Performance and Energy. ACM Trans. Embed. Comput. Syst. 11(S1): 24 (2012) - 2011
- [j1]Christophe Dubach, Timothy M. Jones, Michael F. P. O'Boyle:
An Empirical Architecture-Centric Approach to Microarchitectural Design Space Exploration. IEEE Trans. Computers 60(10): 1445-1458 (2011)
Conference and Workshop Papers
- 2024
- [c46]Jonathan Van der Cruysse, Christophe Dubach:
Latent Idiom Recognition for a Minimalist Functional Array Language Using Equality Saturation. CGO 2024: 270-282 - 2023
- [c45]Mai Jacob Peng, Christophe Dubach:
LAGrad: Statically Optimized Differentiable Programming in MLIR. CC 2023: 228-238 - 2022
- [c44]Naums Mogers, Lu Li, Valentin Radu, Christophe Dubach:
Mapping parallelism in a functional IR through constraint satisfaction: a case study on convolution for mobile GPUs. CC 2022: 218-230 - [c43]Federico Pizzuti, Michel Steuwer, Christophe Dubach:
Generating Work Efficient Scan Implementations for GPUs the Functional Way. Euro-Par 2022: 335-349 - [c42]Christof Schlaak, Tzung-Han Juang, Christophe Dubach:
Optimizing data reshaping operations in functional IRs for high-level synthesis. LCTES 2022: 61-72 - [c41]Zhitao Lin, Christophe Dubach:
From functional to imperative: combining destination-passing style and views. ARRAY@PLDI 2022: 25-36 - 2021
- [c40]Rik Mulder, Valentin Radu, Christophe Dubach:
Fast Optimisation of Convolutional Neural Network Inference using System Performance Models. EuroMLSys@EuroSys 2021: 104-110 - [c39]Federico Pizzuti, Michel Steuwer, Christophe Dubach:
Generating high performance code for irregular data structures using dependent types. FHPNC@ICFP 2021: 37-49 - [c38]Larisa Stoltzfus, Brian Hamilton, Michel Steuwer, Lu Li, Christophe Dubach:
Code Generation for Room Acoustics Simulations with Complex Boundary Conditions. IPDPS 2021: 485-496 - [c37]Subhankar Pal, Aporva Amarnath, Siying Feng, Michael F. P. O'Boyle, Ronald G. Dreslinski, Christophe Dubach:
SparseAdapt: Runtime Control for Sparse Linear Algebra on a Reconfigurable Accelerator. MICRO 2021: 1005-1021 - 2020
- [c36]Federico Pizzuti, Michel Steuwer, Christophe Dubach:
Generating fast sparse matrix vector multiplication from a high level generic functional IR. CC 2020: 85-95 - [c35]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 - [c34]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 - [c33]Naums Mogers, Valentin Radu, Lu Li, Jack Turner, Michael F. P. O'Boyle, Christophe Dubach:
Automatic generation of specialized direct convolutions for mobile GPUs. GPGPU@PPoPP 2020: 41-50 - 2019
- [c32]Federico Pizzuti, Michel Steuwer, Christophe Dubach:
Position-dependent arrays and their application for high performance code generation. FHPNC@ICFP 2019: 14-26 - [c31]Martin Kristien, Bruno Bodin, Michel Steuwer, Christophe Dubach:
High-level synthesis of functional patterns with Lift. ARRAY@PLDI 2019: 35-45 - 2018
- [c30]Vanya Yaneva, Arnav Kapoor, Ajitha Rajan, Christophe Dubach:
Accelerated Finite State Machine Test Execution Using GPUs. APSEC 2018: 109-118 - [c29]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 - [c28]Bastian Hagedorn, Larisa Stoltzfus, Michel Steuwer, Sergei Gorlatch, Christophe Dubach:
High performance stencil code generation with lift. CGO 2018: 100-112 - [c27]Christophe Dubach:
Generating High Performance GPU Code using Rewrite Rules with Lift. GPGPU@PPoPP 2018: 39 - [c26]Floyd M. Chitalu, Christophe Dubach, Taku Komura:
Bulk-synchronous parallel simultaneous BVH traversal for collision detection on GPUs. I3D 2018: 4:1-4:9 - 2017
- [c25]Michel Steuwer, Toomas Remmelg, Christophe Dubach:
Lift: a functional data-parallel IR for high-performance GPU code generation. CGO 2017: 74-85 - [c24]Vanya Yaneva, Ajitha Rajan, Christophe Dubach:
Compiler-assisted test acceleration on GPUs for embedded software. ISSTA 2017: 35-45 - [c23]Vanya Yaneva, Ajitha Rajan, Christophe Dubach:
ParTeCL: parallel testing using OpenCL. ISSTA 2017: 384-387 - [c22]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
- [c21]Michel Steuwer, Toomas Remmelg, Christophe Dubach:
Matrix multiplication beyond auto-tuning: rewrite-based GPU code generation. CASES 2016: 15:1-15:10 - [c20]Paul-Jules Micolet, Aaron Smith, Christophe Dubach:
A machine learning approach to mapping streaming workloads to dynamic multicore processors. LCTES 2016: 113-122 - [c19]Toomas Remmelg, Thibaut Lutz, Michel Steuwer, Christophe Dubach:
Performance portable GPU code generation for matrix multiplication. GPGPU@PPoPP 2016: 22-31 - 2015
- [c18]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 - [c17]Mark Miller, Daniel Holden, Rami Ali Al-Ashqar, Christophe Dubach, Kenny Mitchell, Taku Komura:
Carpet unrolling for character control on uneven terrain. MIG 2015: 193-198 - [c16]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
- [c15]Alberto Magni, Christophe Dubach, Michael F. P. O'Boyle:
Automatic optimization of thread-coarsening for graphics processors. PACT 2014: 455-466 - [c14]Erik Tomusk, Christophe Dubach, Michael F. P. O'Boyle:
Measuring flexibility in single-ISA heterogeneous processors. PACT 2014: 495-496 - [c13]Alberto Magni, Christophe Dubach, Michael F. P. O'Boyle:
Exploiting GPU Hardware Saturation for Fast Compiler Optimization. GPGPU@ASPLOS 2014: 99 - [c12]Grigori Fursin, Christophe Dubach:
Community-driven reviewing and validation of publications. TRUST@PLDI 2014: 5:1-5:4 - [c11]Juan José Fumero, Michel Steuwer, Christophe Dubach:
A Composable Array Function Interface for Heterogeneous Computing in Java. ARRAY@PLDI 2014: 44-49 - 2013
- [c10]Alberto Magni, Christophe Dubach, Michael F. P. O'Boyle:
A large-scale cross-architecture evaluation of thread-coarsening. SC 2013: 11:1-11:11 - 2012
- [c9]Christophe Dubach, Perry Cheng, Rodric M. Rabbah, David F. Bacon, Stephen J. Fink:
Compiling a high-level language for GPUs: (via language support for architectures and compilers). PLDI 2012: 1-12 - 2010
- [c8]Christophe Dubach, Timothy M. Jones, Edwin V. Bonilla, Michael F. P. O'Boyle:
A Predictive Model for Dynamic Microarchitectural Adaptivity Control. MICRO 2010: 485-496 - 2009
- [c7]Christophe Dubach, Timothy M. Jones, Michael F. P. O'Boyle:
Rapid early-stage microarchitecture design using predictive models. ICCD 2009: 297-304 - [c6]Christophe Dubach, Timothy M. Jones, Edwin V. Bonilla, Grigori Fursin, Michael F. P. O'Boyle:
Portable compiler optimisation across embedded programs and microarchitectures using machine learning. MICRO 2009: 78-88 - 2008
- [c5]Christophe Dubach, Timothy M. Jones, Michael F. P. O'Boyle:
Exploring and predicting the architecture/optimising compiler co-design space. CASES 2008: 31-40 - 2007
- [c4]Christophe Dubach, John Cavazos, Björn Franke, Grigori Fursin, Michael F. P. O'Boyle, Olivier Temam:
Fast compiler optimisation evaluation using code-feature based performance prediction. Conf. Computing Frontiers 2007: 131-142 - [c3]Christophe Dubach, Timothy M. Jones, Michael F. P. O'Boyle:
Microarchitectural Design Space Exploration Using an Architecture-Centric Approach. MICRO 2007: 262-271 - 2006
- [c2]John Cavazos, Christophe Dubach, Felix V. Agakov, Edwin V. Bonilla, Michael F. P. O'Boyle, Grigori Fursin, Olivier Temam:
Automatic performance model construction for the fast software exploration of new hardware designs. CASES 2006: 24-34 - 2005
- [c1]Miljan Vuletic, Christophe Dubach, Laura Pozzi, Paolo Ienne:
Enabling unrestricted automated synthesis of portable hardware accelerators for virtual machines. CODES+ISSS 2005: 243-248
Editorship
- 2024
- [e4]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] - 2023
- [e3]Christophe Dubach, Derek Bruening, Ben Hardekopf:
Proceedings of the 21st ACM/IEEE International Symposium on Code Generation and Optimization, CGO 2023, Montréal, QC, Canada, 25 February 2023- 1 March 2023. ACM 2023, ISBN 979-8-4007-0101-6 [contents] - 2018
- [e2]Christophe Dubach, Jingling Xue:
Proceedings of the 27th International Conference on Compiler Construction, CC 2018, February 24-25, 2018, Vienna, Austria. ACM 2018 [contents] - [e1]Zheng Zhang, Christophe Dubach:
Proceedings of the 19th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems, LCTES 2018, Philadelphia, PA, USA, June 19-20, 2018. ACM 2018, ISBN 978-1-4503-5803-3 [contents]
Informal and Other Publications
- 2023
- [i6]Jonathan Van der Cruysse, Christophe Dubach:
Latent Idiom Recognition for a Minimalist Functional Array Language using Equality Saturation. CoRR abs/2312.17682 (2023) - 2020
- [i5]Rik Mulder, Valentin Radu, Christophe Dubach:
Optimising the Performance of Convolutional Neural Networks across Computing Systems using Transfer Learning. CoRR abs/2010.10621 (2020) - 2017
- [i4]Robert Atkey, Michel Steuwer, Sam Lindley, Christophe Dubach:
Strategy Preserving Compilation for Parallel Functional Code. CoRR abs/1710.08332 (2017) - 2015
- [i3]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) - 2014
- [i2]Grigori Fursin, Christophe Dubach:
Community-driven reviewing and validation of publications. CoRR abs/1406.4020 (2014) - [i1]Christophe Dubach, Grigori Fursin:
Proceedings of the 5th International Workshop on Adaptive Self-tuning Computing Systems 2015 (ADAPT'15). CoRR abs/1412.2347 (2014)
Coauthor Index
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