8 citations · 15 across the 5 of their papers we have counts for
5 papers
Characterizing Optimizations to Memory Access Patterns using Architecture-Independent Program Features
Aditya Chilukuri, Josh Milthorpe, Beau Johnston
High-performance computing developers are faced with the challenge of optimizing the performance of OpenCL workloads on diverse architectures. The Architecture-Independent Workload…
OpenCL Performance Prediction using Architecture-Independent Features
Beau Johnston, Greg Falzon, Josh Milthorpe
OpenCL is an attractive model for heterogeneous high-performance computing systems, with wide support from hardware vendors and significant performance portability. To support effi…
Dwarfs on Accelerators: Enhancing OpenCL Benchmarking for Heterogeneous Computing Architectures
Beau Johnston, Josh Milthorpe
For reasons of both performance and energy efficiency, high-performance computing (HPC) hardware is becoming increasingly heterogeneous. The OpenCL framework supports portable prog…
AIWC: OpenCL-based Architecture-Independent Workload Characterisation
Beau Johnston, Josh Milthorpe
Measuring performance-critical characteristics of application workloads is important both for developers, who must understand and optimize the performance of codes, as well as desi…
Associated Legendre Polynomials and Spherical Harmonics Computation for Chemistry Applications
Taweetham Limpanuparb, Josh Milthorpe
Associated Legendre polynomials and spherical harmonics are central to calculations in many fields of science and mathematics - not only chemistry but computer graphics, magnetic,…