Using meta-heuristics and machine learning for software optimization of parallel computing systems: a systematic literature review
While modern parallel computing systems offer high performance, utilizing these powerful
computing resources to the highest possible extent demands advanced knowledge of …
computing resources to the highest possible extent demands advanced knowledge of …
Programming languages for data-Intensive HPC applications: A systematic mapping study
A major challenge in modelling and simulation is the need to combine expertise in both
software technologies and a given scientific domain. When High-Performance Computing …
software technologies and a given scientific domain. When High-Performance Computing …
[PDF][PDF] Medical data processing and analysis for remote health and activities monitoring
Recent developments in sensor technology, wearable computing, Internet of Things (IoT),
and wireless communication have given rise to research in ubiquitous healthcare and …
and wireless communication have given rise to research in ubiquitous healthcare and …
[HTML][HTML] HPC-enabling technologies for high-fidelity combustion simulations
With the increase in computational power in the last decade and the forthcoming Exascale
supercomputers, a new horizon in computational modelling and simulation is envisioned in …
supercomputers, a new horizon in computational modelling and simulation is envisioned in …
A comparison of sycl, opencl, cuda, and openmp for massively parallel support vector machine classification on multi-vendor hardware
In scientific computing and Artificial Intelligence (AI), which both rely on massively parallel
tasks, frameworks like the Compute Unified Device Architecture (CUDA) and the Open …
tasks, frameworks like the Compute Unified Device Architecture (CUDA) and the Open …
[HTML][HTML] Crossing the chasm: how to develop weather and climate models for next generation computers?
BN Lawrence, M Rezny, R Budich… - Geoscientific Model …, 2018 - gmd.copernicus.org
Weather and climate models are complex pieces of software which include many individual
components, each of which is evolving under pressure to exploit advances in computing to …
components, each of which is evolving under pressure to exploit advances in computing to …
Porting a legacy cuda stencil code to oneapi
S Christgau, T Steinke - 2020 IEEE International Parallel and …, 2020 - ieeexplore.ieee.org
Recently, Intel released the oneAPI programming environment. With Data Parallel C++
(DPC++), oneAPI enables codes to target multiple hardware architectures like multi-core …
(DPC++), oneAPI enables codes to target multiple hardware architectures like multi-core …
A comprehensive exploration of languages for parallel computing
Software-intensive systems in most domains, from autonomous vehicles to health, are
becoming predominantly parallel to efficiently manage large amount of data in short (even …
becoming predominantly parallel to efficiently manage large amount of data in short (even …
Hardware implementations of computer-generated holography: a review
Computer-generated holography (CGH) is a technique to generate holographic interference
patterns. One of the major issues related to computer hologram generation is the massive …
patterns. One of the major issues related to computer hologram generation is the massive …
Survey of Methodologies, Approaches, and Challenges in Parallel Programming Using High‐Performance Computing Systems
This paper provides a review of contemporary methodologies and APIs for parallel
programming, with representative technologies selected in terms of target system type …
programming, with representative technologies selected in terms of target system type …