David E. Singh is Associate Professor of Computer Science at the Universidad Carlos III de Madrid which he joined in 2004. He obtained a B.Sc. in Physics (specializing in Electronics and Computing) in 1997 followed by an M.S. in High Performance Computing and Artifical Intelligence in 1999 and a Ph.D. in Physics in 2003. The Ph.D. topic was the developtment of run-time techniques for the automatic parallelization of irregular applications.
He is a member of the IEEE and ACM associations and his current research interests include:
- Computational epidemiology: parallel simulator that performs realistic stochastic simulations of the propagation of the COVID-19 virus across wide geographic areas.
- Performance optimization of parallel applications: leverage of runtime monitoring for optimization techniques of HPC applications on clusters and clouds. These techniques include: data reordering for improving the performance on shared memory architectures, providing malleability capacities to MPI parallel applications and reducing the communication overhead by means of compression.
- High performance I/O: improving the efficiency of parallel I/O by means of locality-aware techniques.
He is currently involved in several research projects including the coordination of the project Medium and Long-term Simulation of Covid-19 funded by the Instituto de Salud Carlos III, and participation in the EU-funded projects European Regimen Acceleration for Tuberculosis (ERA4TB), Exascale Programming Models for Extreme Data Processing (ASPIDE) and Adaptive Multi-tier Intelligent Data Manager for Exascale (ADMIRE) as well as the Spanish-funded project New Methods in High-end and Edge Computing for Data Intensive Computing.
David E. Singh has participated as reviewer of the following journals: IEEE Transactions on Parallel and Distributed Systems, Journal of Supercomputing, International Journal of Parallel Programming, Scalable Computing: Practice and Experience, Simulation Modelling Practice and Theory, Computers & Electrical Engineering, and International Journal of High Performance Computing. He was also member of the Program Committee of the following conferences: HPCC2011, ISPA2012, HPCC2012, EUROMPI2013, ISPA2013, HPCC2013, ICA3PP2014, ISPA2014, EUROMPI2014, EUROPAR2014, C4BIO2014, CSE2014, CIT2015, ICA3PP2015, EUROMPI2015, EDUCON 2016, EUROMPI2016, CCGRID2017, EDUCON2017, EUROPAR2017, HPDC2017, ISPA2017, IJPP2018, ISPA2019, ICBDR2019, EUROPAR2020, PDP2021.