Christophe Dubach

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 40

Top Venues

CoRR

GPGPU@PPoPP

ACM Trans. Archit. Code Optim.

ARRAY@PLDI

University of Edinburgh, UK (PHD)

Education History

University of Edinburgh, UK

PHD

Publications

Jonathan Van der Cruysse, Christophe Dubach
Latent Idiom Recognition for a Minimalist Functional Array Language Using Equality Saturation. CGO (2024)
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) (2023)
Jonathan Van der Cruysse, Christophe Dubach
Latent Idiom Recognition for a Minimalist Functional Array Language using Equality Saturation. CoRR (2023)
Mai Jacob Peng, Christophe Dubach
LAGrad: Statically Optimized Differentiable Programming in MLIR. CC (2023)
Christof Schlaak, Tzung-Han Juang, Christophe Dubach
Optimizing data reshaping operations in functional IRs for high-level synthesis. LCTES (2022)
Christof Schlaak, Tzung-Han Juang, Christophe Dubach
Memory-Aware Functional IR for Higher-Level Synthesis of Accelerators. ACM Trans. Archit. Code Optim. 19 (2) (2022)
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)
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)
Federico Pizzuti, Michel Steuwer, Christophe Dubach
Generating Work Efficient Scan Implementations for GPUs the Functional Way. Euro-Par (2022)
Zhitao Lin, Christophe Dubach
From functional to imperative: combining destination-passing style and views. ARRAY@PLDI (2022)
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)
Federico Pizzuti, Michel Steuwer, Christophe Dubach
Generating high performance code for irregular data structures using dependent types. FHPNC@ICFP (2021)
Rik Mulder, Valentin Radu, Christophe Dubach
Fast Optimisation of Convolutional Neural Network Inference using System Performance Models. EuroMLSys@EuroSys (2021)
Larisa Stoltzfus, Brian Hamilton, Michel Steuwer, Lu Li, Christophe Dubach
Code Generation for Room Acoustics Simulations with Complex Boundary Conditions. IPDPS (2021)
Rik Mulder, Valentin Radu, Christophe Dubach
Optimising the Performance of Convolutional Neural Networks across Computing Systems using Transfer Learning. CoRR (2020)
Federico Pizzuti, Michel Steuwer, Christophe Dubach
Generating fast sparse matrix vector multiplication from a high level generic functional IR. CC (2020)
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) (2020)
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)
Floyd M. Chitalu, Christophe Dubach, Taku Komura
Binary Ostensibly-Implicit Trees for Fast Collision Detection. Comput. Graph. Forum 39 (2) (2020)
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)
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)
Martin Kristien, Bruno Bodin, Michel Steuwer, Christophe Dubach
High-level synthesis of functional patterns with Lift. ARRAY@PLDI (2019)
Federico Pizzuti, Michel Steuwer, Christophe Dubach
Position-dependent arrays and their application for high performance code generation. FHPNC@ICFP (2019)
Vanya Yaneva, Arnav Kapoor, Ajitha Rajan, Christophe Dubach
Accelerated Finite State Machine Test Execution Using GPUs. APSEC (2018)
Floyd M. Chitalu, Christophe Dubach, Taku Komura
Bulk-synchronous parallel simultaneous BVH traversal for collision detection on GPUs. I3D (2018)
Bastian Hagedorn, Larisa Stoltzfus, Michel Steuwer, Sergei Gorlatch, Christophe Dubach
High performance stencil code generation with lift. CGO (2018)
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)
Christophe Dubach
Generating High Performance GPU Code using Rewrite Rules with Lift. GPGPU@PPoPP (2018)
Juan José Fumero, Michel Steuwer, Lukas Stadler, Christophe Dubach
Just-In-Time GPU Compilation for Interpreted Languages with Partial Evaluation. VEE (2017)
Robert Atkey, Michel Steuwer, Sam Lindley, Christophe Dubach
Strategy Preserving Compilation for Parallel Functional Code. CoRR (2017)
Michel Steuwer, Toomas Remmelg, Christophe Dubach
Lift: a functional data-parallel IR for high-performance GPU code generation. CGO (2017)
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) (2017)
Vanya Yaneva, Ajitha Rajan, Christophe Dubach
Compiler-assisted test acceleration on GPUs for embedded software. ISSTA (2017)
Vanya Yaneva, Ajitha Rajan, Christophe Dubach
ParTeCL: parallel testing using OpenCL. ISSTA (2017)
Michel Steuwer, Toomas Remmelg, Christophe Dubach
Matrix multiplication beyond auto-tuning: rewrite-based GPU code generation. CASES (2016)
Toomas Remmelg, Thibaut Lutz, Michel Steuwer, Christophe Dubach
Performance portable GPU code generation for matrix multiplication. GPGPU@PPoPP (2016)
Erik Tomusk, Christophe Dubach, Michael F. P. O'Boyle
Four Metrics to Evaluate Heterogeneous Multicores. ACM Trans. Archit. Code Optim. 12 (4) (2016)
Paul-Jules Micolet, Aaron Smith, Christophe Dubach
A machine learning approach to mapping streaming workloads to dynamic multicore processors. LCTES (2016)
Erik Tomusk, Christophe Dubach, Michael F. P. O'Boyle
Selecting Heterogeneous Cores for Diversity. ACM Trans. Archit. Code Optim. 13 (4) (2016)
Erik Tomusk, Christophe Dubach
Diversity: A Design Goal for Heterogeneous Processors. IEEE Comput. Archit. Lett. 15 (2) (2016)
Mark Miller, Daniel Holden, Rami Ali Al-Ashqar, Christophe Dubach, Kenny Mitchell, Taku Komura
Carpet unrolling for character control on uneven terrain. MIG (2015)
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 (2015)
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)
Juan José Fumero, Toomas Remmelg, Michel Steuwer, Christophe Dubach
Runtime Code Generation and Data Management for Heterogeneous Computing in Java. PPPJ (2015)
Christophe Dubach, Grigori Fursin
Proceedings of the 5th International Workshop on Adaptive Self-tuning Computing Systems 2015 (ADAPT'15). CoRR (2014)
Grigori Fursin, Christophe Dubach
Community-driven reviewing and validation of publications. CoRR (2014)
Erik Tomusk, Christophe Dubach, Michael F. P. O'Boyle
Measuring flexibility in single-ISA heterogeneous processors. PACT (2014)
Juan José Fumero, Michel Steuwer, Christophe Dubach
A Composable Array Function Interface for Heterogeneous Computing in Java. ARRAY@PLDI (2014)
Alberto Magni, Christophe Dubach, Michael F. P. O'Boyle
Exploiting GPU Hardware Saturation for Fast Compiler Optimization. GPGPU@ASPLOS (2014)
Grigori Fursin, Christophe Dubach
Community-driven reviewing and validation of publications. TRUST@PLDI (2014)
Alberto Magni, Christophe Dubach, Michael F. P. O'Boyle
Automatic optimization of thread-coarsening for graphics processors. PACT (2014)
Alberto Magni, Christophe Dubach, Michael F. P. O'Boyle
A large-scale cross-architecture evaluation of thread-coarsening. SC (2013)
Christophe Dubach, Timothy M. Jones, Edwin V. Bonilla
Dynamic microarchitectural adaptation using machine learning. ACM Trans. Archit. Code Optim. 10 (4) (2013)
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)
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) (2012)
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) (2011)
Christophe Dubach, Timothy M. Jones, Edwin V. Bonilla, Michael F. P. O'Boyle
A Predictive Model for Dynamic Microarchitectural Adaptivity Control. MICRO (2010)
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)
Christophe Dubach, Timothy M. Jones, Michael F. P. O'Boyle
Rapid early-stage microarchitecture design using predictive models. ICCD (2009)
Christophe Dubach, Timothy M. Jones, Michael F. P. O'Boyle
Exploring and predicting the architecture/optimising compiler co-design space. CASES (2008)
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)
Christophe Dubach, Timothy M. Jones, Michael F. P. O'Boyle
Microarchitectural Design Space Exploration Using an Architecture-Centric Approach. MICRO (2007)
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)
Miljan Vuletic, Christophe Dubach, Laura Pozzi, Paolo Ienne
Enabling unrestricted automated synthesis of portable hardware accelerators for virtual machines. CODES+ISSS (2005)

Christophe Dubach.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Christophe Dubach