Software Resource Disaggregation for HPC with Serverless Computing

M Copik, M Chrapek, L Schmid, A Calotoiu… - arXiv preprint arXiv …, 2024 - arxiv.org
Aggregated HPC resources have rigid allocation systems and programming models which
struggle to adapt to diverse and changing workloads. Consequently, HPC systems fail to …

MPI-based Remote OpenMP Offloading: A More Efficient and Easy-to-use Implementation

B Shan, M Araya-Polo, AM Malik… - Proceedings of the 14th …, 2023 - dl.acm.org
MPI+ X is the most popular hybrid programming model for distributed computation on
modern heterogeneous HPC systems. Nonetheless, for simplicity, HPC developers ideally …

OpenMP kernel language extensions for performance portable GPU codes

S Tian, T Scogland, B Chapman… - … of the SC'23 Workshops of …, 2023 - dl.acm.org
In contemporary high-performance computing architectures, the integration of GPU
accelerators has become increasingly prevalent. To harness the full potential of these …

Evaluation of Programming Models and Performance for Stencil Computation on Current GPU Architectures

B Shan, M Araya-Polo - arXiv preprint arXiv:2404.04441, 2024 - arxiv.org
Accelerated computing is widely used in high-performance computing. Therefore, it is crucial
to experiment and discover how to better utilize GPUGPUs latest generations on relevant …

Evaluation of Programming Models and Performance for Stencil Computation on GPGPUs

B Shan, M Araya-Polo - 2024 IEEE International Parallel and …, 2024 - ieeexplore.ieee.org
GPGPUs are widely used in high-performance computing. Therefore, it is crucial to
experiment and discover how to better utilize their latest generations of relevant …

Towards a Scalable and Efficient PGAS-Based Distributed OpenMP

B Shan, M Araya-Polo, B Chapman - International Workshop on OpenMP, 2024 - Springer
MPI+ X has been the de facto standard for distributed memory parallel programming. It is
widely used primarily as an explicit two-sided communication model, which often leads to …

Evaluation of Directive-Based Programming Models for Stencil Computation on Current GPGPU Architectures

B Shan, M Araya-Polo, B Chapman - International Workshop on OpenMP, 2024 - Springer
Stencil calculations are a widely-used computing pattern, and tracking the performance of
such computing pattern on modern GPGPUs is of interest to the computational community. In …

Transparent Remote OpenMP Offloading Based on MPI

IK Kasmeridis, S Mantelos, A Piperis… - … Conference on Parallel …, 2023 - Springer
In this work, we present an efficient mechanism which allows unmodified OpenMP
applications to leverage the computational resources of any node in a cluster through the …

A Multi-purpose Framework for Efficient Parallelized Execution of Charged Particle Tracking

G Mania - 2023 - ediss.sub.uni-hamburg.de
Complex particle tracking software used in High Energy Physics experiments already
pushes the edges of computing resources with demanding requirements for speed and …

An Exploration of Task-Based Programming for Scientific Applications

E Raut - 2022 - search.proquest.com
This dissertation explores the state-of-the-art in task-based programming. One of the main
motivating examples is Reverse Time Migration (RTM), a seismic imaging technique …