Publications

Larisa Stoltzfus, Bastian Hagedorn, Michel Steuwer, Sergei Gorlatch, Christophe Dubach (2020). Tiling Optimizations for Stencil Computations Using Rewrite Rules in Lift. ACM Transactions on Architecture and Code Optimization, ACM TACO.

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Toomas Remmelg, Bastian Hagedorn, Lu Li, Michel Steuwer, Sergei Gorlatch, Christophe Dubach (2020). High-level hardware feature extraction for GPU performance prediction of stencils. 13th Annual Workshop on General Purpose Processing using Graphics Processing Unit (GPGPU@PPoPP).

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Federico Pizzuti, Michel Steuwer, Christophe Dubach (2020). Generating fast sparse matrix vector multiplication from a high level generic functional IR. 29th International Conference on Compiler Construction (CC@CGO).

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Naums Mogers, Valentin Radu, Lu Li, Jack Turner, Michael F. P. O'Boyle, Christophe Dubach (2020). Automatic generation of specialized direct convolutions for mobile GPUs. 13th Annual Workshop on General Purpose Processing using Graphics Processing Unit (GPGPU@PPoPP).

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Federico Pizzuti, Michel Steuwer, Christophe Dubach (2019). Position-dependent arrays and their application for high performance code generation. Proceedings of the 8th ACM SIGPLAN International Workshop on Functional High-Performance and Numerical Computing (FHPNC@ICFP).

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Martin Kristien, Bruno Bodin, Michel Steuwer, Christophe Dubach (2019). High-level synthesis of functional patterns with Lift. Proceedings of ACM SIGPLAN International Workshop on Libraries, Languages, and Compilers for Array Programming (ARRAY@PLDI).

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Bastian Hagedorn, Larisa Stoltzfus, Michel Steuwer, Sergei Gorlatch, Christophe Dubach (2018). High performance stencil code generation with Lift. Proceedings of the 16th ACM/IEEE International Symposium on Code Generation and Optimization (CGO).

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Floyd M Chitalu, Christophe Dubach, Taku Komura (2018). Bulk-synchronous parallel simultaneous BVH traversal for collision detection on GPUs. Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (i3D).

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Philip Ginsbach, Toomas Remmelg, Michel Steuwer, Bruno Bodin, Christophe Dubach, Michael FP O'Boyle (2018). Automatic Matching of Legacy Code to Heterogeneous APIs: An Idiomatic Approach. Proceedings of the 23rd International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS).

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Vanya Yaneva, Arnav Kapoor, Ajitha Rajan, Christophe Dubach (2018). Accelerated Finite State Machine Test Execution Using GPUs. 25th Asia-Pacific Software Engineering Conference (APSEC).

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Larisa Stoltzfus, Christophe Dubach, Michel Steuwer, Alan Gray, Stephan Bilbao (2018). A Modular Approach to Performance, Portability and Productivity for 3D Wave Models . 7th International Workshop on Domain Specific Languages and High-level Frameworks for High Performance Computing (WOLFHPC).

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Robert Atkey, Michel Steuwer, Sam Lindley, Christophe Dubach (2017). Strategy Preserving Compilation for Parallel Functional Code. CoRR.

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Larisa Stoltzfus, Alan Gray, Christophe Dubach, Stephan Bilbao (2017). Performance Portability For Room Acoustics Simulations. Proceedings of the 20th International Conference on Digital Audio Effects (dafx17).

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Vanya Yaneva, Ajitha Rajan, Christophe Dubach (2017). ParTeCL: parallel testing using OpenCL. Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA-DEMOS).

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Juan Fumero, Michel Steuwer, Lukas Stadler, Christophe Dubach (2017). OpenCL JIT Compilation for Dynamic Programming Languages. MoreVMs Workshop. Collocated with Programing (MoreVM).

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Michel Steuwer, Toomas Remmelg, Christophe Dubach (2017). Lift: A Functional Data-Parallel IR for High-Performance GPU Code Generation. Proceedings of the 15th ACM/IEEE International Symposium on Code Generation and Optimization (CGO).

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Juan Fumero, Muchel Steuwer, Lukas Stadler, Christophe Dubach (2017). Just-in-time gpu compilation for interpreted languages with partial evaluation. Proceedings of the 13th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (VEE).

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Vanya Yaneva, Ajitha Rajan, Christophe Dubach (2017). Compiler-assisted test acceleration on gpus for embedded software. Proceedings of the 26th ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).

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Paul-Jules Micolet, Aaron Smith, Christophe Dubach (2017). A Study of Dynamic Phase Adaptation Using a Dynamic Multicore Processor. ACM Transactions on Embedded Computing Systems (Special Issue CASES 2017), ACM TECS.

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Erik Tomusk, Christophe Dubach, Michael O'Boyle (2016). Selecting Heterogeneous Cores for Diversity. ACM Transactions on Architecture and Code Optimization, ACM TACO.

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Toomas Remmelg, Thibaut Lutz, Michel Steuwer, Christophe Dubach (2016). Performance Portable GPU Code Generation for Matrix Multiplication. Proceedings of the 2016 Workshop on General Purpose Processing on Graphics Processing Units (GPGPU).

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Michel Steuwer, Toomas Remmelg, Christophe Dubach (2016). Matrix Multiplication Beyond Auto-Tuning: Rewrite-based GPU Code Generation. Proceedings of the 2016 International Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES).

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Erik Tomusk, Christophe Dubach, Michael O'Boyle (2016). Four Metrics to Evaluate Heterogeneous Multicores. ACM Transactions on Architecture and Code Optimization, ACM TACO.

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Erik Tomusk, Christophe Dubach, Michael O'Boyle (2016). Four Metrics to Evaluate Heterogeneous Multicores. ACM Transactions on Architecture and Code Optimization, ACM TACO.

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Adam Harries, Michel Steuwer, Murray Cole, Alan Gray, Christophe Dubach (2016). Compositional Compilation for Sparse, Irregular Data Parallelism. Proceedings of the 2016 Workshop on High-Level Programming for Heterogeneous and Hierarchical Parallel Systems (HLPGPU).

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Paul-Jules Micolet, Aaron Smith, Christophe Dubach (2016). A Machine Learning Approach to Mapping Streaming Workloads to Dynamic Multicore Processors. Proceedings of the 17th ACM SIGPLAN/SIGBED conference on Languages, Compilers and Tools for Embedded Systems (LCTES).

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Juan José Fumero, Toomas Remmelg, Michel Steuwer, Christophe Dubach (2015). Runtime Code Generation and Data Management for Heterogeneous Computing in Java. Proccedings of the 12th International Conference on Principles and Practice of Programming on the Java Platform: Virtual machines, languages, and tools (PPPJ).

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Michel Steuwer, Christian Fensch, Christophe Dubach (2015). Patterns and Rewrite Rules for Systematic Code Generation (From High-Level Functional Patterns to High-Performance OpenCL Code). arXiv Technical Report arXiv:1502.02389.

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Michel Steuwer, Christian Fensch, Christophe Dubach (2015). Patterns and Rewrite Rules for Systematic Code Generation (From High-Level Functional Patterns to High-Performance OpenCL Code). CoRR.

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Michel Steuwer, Christian Fensch, Sam Lindley, Christophe Dubach (2015). Generating Performance Portable Code using Rewrite Rules: From High-Level Functional Expressions to High-Performance OpenCL Code. Proceedings of the 20th ACM SIGPLAN International Conference on Funcational Programming (ICFP).

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Erik Tomusk, Christophe Dubach, Michael O'Boyle (2015). Diversity: A Design Goal for Heterogeneous Processors. IEEE Computer Architecture Letters, IEEE CAL.

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Mark Miller, Daniel Holden, Rami Al-Ashqar, Christophe Dubach, Kenny Mitchell, Taku Komura (2015). Carpet Unrolling Descriptors for Character Control On Uneven Terrain. Proccedings of 8th the ACM SIGRAPH Motion in Games Conference (MIG).

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Erik Tomusk, Christophe Dubach, Micahel O'Boyle (2014). Measuring flexibility in single-ISA heterogeneous processors. Proceedings of the 23rd international conference on Parallel architectures and compilation (PACT).

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Alberto Magni, Christophe Dubach, Michael O'Boyle (2014). Exploiting gpu hardware saturation for fast compiler optimization. Proceedings of Workshop on General Purpose Processing Using GPUs (GPGPU).

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Grigori Fursin, Christophe Dubach (2014). Community-driven reviewing and validation of publications. Proceedings of the 1st ACM SIGPLAN Workshop on Reproducible Research Methodologies and New Publication Models in Computer Engineering (TRUST).

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Alberto Magni, Christophe Dubach, Michael O'Boyle (2014). Automatic optimization of thread-coarsening for graphics processors. Proceedings of the 23rd international conference on Parallel architectures and compilation (PACT).

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Juan José Fumero, Michel Steuwer, Christophe Dubach (2014). A Composable Array Function Interface for Heterogeneous Computing in Java. Proceedings of ACM SIGPLAN International Workshop on Libraries, Languages, and Compilers for Array Programming (ARRAY).

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Christophe Dubach, Robert Ford (2013). An example conference paper. In ICW.

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Christophe Dubach, Timothy M Jones, Edwin V Bonilla (2013). Dynamic microarchitectural adaptation using machine learning. ACM Transactions on Architecture and Code Optimization, ACM TACO.

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Alberto Magni, Christophe Dubach, Michael F. P. O'Boyle (2013). A large-scale cross-architecture evaluation of thread-coarsening. Proceedings of the 2013 Conference on High Performance Computing Networking, Storage and Analysis (SC).

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Christophe Dubach, Timothy M Jones, Michael FP O'Boyle (2012). Exploring and predicting the effects of microarchitectural parameters and compiler optimizations on performance and energy. ACM Transactions on Embedded Computing Systems, ACM TECS.

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Christophe Dubach, Perry Cheng, Rodric Rabbah, David Bacon, Stephen Fink (2012). Compiling a High-Level Language for GPUs (via Language Support for Architectures and Compilers). Proceedings of the 33rd ACM SIGPLAN Symposium on Programming Language Design and Implementation (PLDI).

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Christophe Dubach, Timothy M Jones, Michael FP O'Boyle (2011). An empirical architecture-centric approach to microarchitectural design space exploration. IEEE Transactions on Computers, IEEE TC.

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Christophe Dubach, Timothy M. Jones, Edwin V. Bonilla, Michael F. P. O'Boyle (2010). A Predictive Model for Dynamic Microarchitectural Adaptivity Control. Proceedings of the 43rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

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Christophe Dubach (2009). Using machine-learning to efficiently explore the architecture/compiler co-design space. PhD Thesis.

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Christophe Dubach, Timothy M. Jones, Micahel F. P. O'Boyle (2009). Rapid Early-Stage Microarchitecture Design Using Predictive Models. Proceedings of the 2009 IEEE International Conference on Computer Design (ICCD).

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Christophe Dubach, Timothy M. Jones, Edwin V. Bonilla, Grigori Fursin, Michael F. P. O'Boyle (2009). Portable compiler optimisation across embedded programs and microarchitectures using machine learning. Proceedings of the 42nd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

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Christophe Dubach, Timothy M. Jones, Michael F. P. O'Boyle (2008). Exploring and predicting the architecture/optimising compiler co-design space. Proceedings of the 2008 International Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES).

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Christophe Dubach, T. M. Jones, M. F. P. O'Boyle (2007). Microarchitectural Design Space Exploration Using An Architecture-Centric Approach. Proceedings of the 40th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

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Christophe Dubach, John Cavazos, Björn Franke, Grigori Fursin, Michael F. P. O'Boyle, Olivier Temam (2007). Fast compiler optimisation evaluation using code-feature based performance prediction. Proceedings of the 4th International Conference on Computing Frontiers (CF).

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John Cavazos, Christophe Dubach, Felix Agakov, Edwin Bonilla, Michael F. P. O'Boyle, Grigori Fursin, Olivier Temam (2006). Automatic performance model construction for the fast software exploration of new hardware designs. Proceedings of the 2006 International Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES).

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Christophe Dubach (2005). Java Byte Code synthesis for reconfigurable computing platforms. Master’s thesis.

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Miljan Vuletic, Christophe Dubach, Laura Pozzi, Paolo Ienne (2005). Enabling unrestricted automated synthesis of portable hardware accelerators for virtual machines. Proceedings of the 3rd IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

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