2018

Li, Zhenyu, Davis, James A. and Jarvis, Stephen A. (2018) Optimizing machine learning on Apache Spark in HPC environments. In: 2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC), Dallas, TX, 11-16 Nov 2018. Published in: 2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) ISBN 9781728101811. doi:10.1109/MLHPC.2018.8638643

2017

Li, Zhenyu, Davis, James A. and Jarvis, Stephen A. (2017) An efficient task-based all-reduce for machine learning applications. In: Machine Learning on HPC Environments, ACM New York, NY, USA, 12-17 Nov 2017. Published in: Proceedings of the Machine Learning on HPC Environments (MLHPC'17) ISBN 9781450351379. doi:10.1145/3146347.3146350

Davis, James A. (2017) Analytical modelling for the performance prediction and optimisation of near-neighbour structured grid hydrodynamics. PhD thesis, University of Warwick.

2011

Davis, J. A., Mudalige, Gihan R., Hammond, Simon D., Herdman, J. A., Miller, I. and Jarvis, Stephen A. (2011) Predictive analysis of a hydrodynamics application on large-scale CMP clusters. Computer Science - Research and Development, Volume 26 (Number 3-4). pp. 175-185. doi:10.1007/s00450-011-0164-2 ISSN 1865-2034.

2010

Hammond, Simon D., Mudalige, Gihan R., Smith, J. A., Davis, James A., Jarvis, Stephen A., Holt, J., Miller, I., Herdman, J. A. and Vadgama, A. (2010) To upgrade or not to upgrade? : Catamount vs. Cray Linux environment. In: Large Scale Parallel Processing Workshop 2010 (LSPP10), Atlanta, Georgia, USA, 19-23 Apr 2010. Published in: 2010 IEEE International Symposium on Parallel & Distributed Processing, Workshops and Phd Forum (IPDPSW) pp. 1-8. ISBN 9781424465330. doi:10.1109/IPDPSW.2010.5470885

2009

Hammond, Simon D., Mudalige, Gihan R., Smith, J. A., Davis, J. A., Mills, A. B., Jarvis, Stephen A., Holt, J., Miller, I., Herdman, J. A. and Vadgama, A. (2009) Performance prediction and procurement in practice : assessing the suitability of commodity cluster components for wavefront codes. IET Software, Volume 3 (Number 6). pp. 509-521. doi:10.1049/iet-sen.2009.0007 ISSN 1751-8806.

Smith, J. A., Hammond, Simon D., Mudalige, Gihan R., Davis, J. A., Mills, A. B. and Jarvis, Stephen A. (2009) hpsgprof : a new profiling tool for large-scale parallel scientific codes. In: UK Performance Engineering Workshop (UKPEW 2009), Leeds, UK, 6-7 July 2009. Published in: Proceedings of the 25th UK Performance Engineering Workshop ISBN 9780955970313.