444 citations · 1.5k across the 10 of their papers we have counts for
3 papers · 1 filter
Parallel Performance of Molecular Dynamics Trajectory Analysis
Mahzad Khoshlessan, Ioannis Paraskevakos, Geoffrey C. Fox +2
The performance of biomolecular molecular dynamics simulations has steadily increased on modern high performance computing resources but acceleration of the analysis of the output…
Learning Everywhere: Pervasive Machine Learning for Effective High-Performance Computation
Geoffrey Fox, James A. Glazier, JCS Kadupitiya +10
The convergence of HPC and data-intensive methodologies provide a promising approach to major performance improvements. This paper provides a general description of the interaction…
Task-parallel Analysis of Molecular Dynamics Trajectories
Ioannis Paraskevakos, Andre Luckow, Mahzad Khoshlessan +5
Different parallel frameworks for implementing data analysis applications have been proposed by the HPC and Big Data communities. In this paper, we investigate three task-parallel…