| Using machine learning to focus iterative optimization F Agakov, E Bonilla, J Cavazos, B Franke, G Fursin, MFP O'Boyle, ... International Symposium on Code Generation and Optimization (CGO'06), 11 pp.-305, 2006 | 485 | 2006 |
| Milepost gcc: Machine learning enabled self-tuning compiler G Fursin, Y Kashnikov, AW Memon, Z Chamski, O Temam, M Namolaru, ... International journal of parallel programming 39 (3), 296-327, 2011 | 283 | 2011 |
| MILEPOST GCC: machine learning based research compiler G Fursin, C Miranda, O Temam, M Namolaru, E Yom-Tov, A Zaks, ... GCC summit, 2008 | 148 | 2008 |
| Probabilistic source-level optimisation of embedded programs B Franke, M O'Boyle, J Thomson, G Fursin Proceedings of the 2005 ACM SIGPLAN/SIGBED Conference on Languages …, 2005 | 82 | 2005 |
| Automatic OpenCL device characterization: Guiding optimized kernel design P Thoman, K Kofler, H Studt, J Thomson, T Fahringer European Conference on Parallel Processing, 438-452, 2011 | 50 | 2011 |
| Reducing training time in a one-shot machine learning-based compiler J Thomson, M O’Boyle, G Fursin, B Franke International workshop on languages and compilers for parallel computing …, 2009 | 30 | 2009 |
| Workload characterization supporting the development of domain-specific compiler optimizations using decision trees for data mining D Fenacci, B Franke, J Thomson Proceedings of the 13th international workshop on software & compilers for …, 2010 | 13 | 2010 |
| Predictive search distributions EV Bonilla, CKI Williams, FV Agakov, J Cavazos, J Thomson, ... Proceedings of the 23rd International Conference on Machine learning, 121-128, 2006 | 12 | 2006 |
| Large-scale hierarchical k-means for heterogeneous many-core supercomputers L Li, T Yu, W Zhao, H Fu, C Wang, L Tan, G Yang, J Thomson SC18: International Conference for High Performance Computing, Networking …, 2018 | 11 | 2018 |
| Colab: a collaborative multi-factor scheduler for asymmetric multicore processors T Yu, P Petoumenos, V Janjic, H Leather, J Thomson Proceedings of the 18th ACM/IEEE International Symposium on Code Generation …, 2020 | 8 | 2020 |
| Predicting and optimizing image compression O Murashko, J Thomson, H Leather Proceedings of the 24th ACM international conference on Multimedia, 665-669, 2016 | 7 | 2016 |
| Large-scale automatic K-means clustering for heterogeneous many-core supercomputer T Yu, W Zhao, P Liu, V Janjic, X Yan, S Wang, H Fu, G Yang, J Thomson IEEE Transactions on Parallel and Distributed Systems 31 (5), 997-1008, 2019 | 6 | 2019 |
| Using machine learning to automate compiler optimisation JD Thomson The University of Edinburgh, 2009 | 5 | 2009 |
| Collaborative heterogeneity-aware OS scheduler for asymmetric multicore processors T Yu, R Zhong, V Janjic, P Petoumenos, J Zhai, H Leather, J Thomson IEEE Transactions on Parallel and Distributed Systems 32 (5), 1224-1237, 2020 | 4 | 2020 |
| A hybrid approach to parallel pattern discovery in C++ C Brown, V Janjic, A Barwell, J Thomson, RC Lozano, M Cole, B Franke, ... 2020 28th Euromicro International Conference on Parallel, Distributed and …, 2020 | 3 | 2020 |
| Envisioning SLO-driven service selection in multi-cloud applications A Elhabbash, Y Elkhatib, GS Blair, Y Lin, A Barker, J Thomson Proceedings of the 12th IEEE/ACM International Conference on Utility and …, 2019 | 3 | 2019 |
| Lattice-based scheduling for multi-FPGA systems T Yu, B Feng, M Stillwell, L Guo, Y Ma, J Thomson 2018 International Conference on Field-Programmable Technology (FPT), 318-321, 2018 | 3 | 2018 |
| Modelling VM Latent Characteristics and Predicting Application Performance using Semi-supervised Non-negative Matrix Factorization Y Lin, A Barker, J Thomson 2020 IEEE 13th International Conference on Cloud Computing (CLOUD), 470-474, 2020 | 1 | 2020 |
| Automatic Player Identification in Dota 2 S Yuen, JD Thomson, O Don arXiv preprint arXiv:2008.12401, 2020 | 1 | 2020 |
| Poster: A collaborative multi-factor scheduler for asymmetric multicore processors T Yu, P Petoumenos, V Janjic, M Zhu, H Leather, J Thomson 2019 28th International Conference on Parallel Architectures and Compilation …, 2019 | 1 | 2019 |
