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 (In Press)

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.

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