Special Issue on Artificial Intelligence for High-Performance Computing systems Submission Date: 2024-09-15 High-performance computing (HPC) and artificial intelligence (AI) are increasingly being used together to solve complex problems. On the one hand HPC can be used to accelerate the training and deployment of machine learning (ML) models on HPC systems, while AI can also be used to optimize the performance of HPC systems themselves.

Designing and implementing algorithms efficiently exploiting such complex and heterogeneous systems opens numerous research challenges. The aim of the « AI for HPC systems » special issue is thus to collect works addressing those, including (but not limited to) AI algorithms on GPU, TPU, FPGA; AI for energy efficient HPC and Cloud systems; real world applications of AI on HPC systems.

Guest editors:

Dr. Grégoire Danoy

Dr. Grégoire Danoy (Executive Guest Editor)

University of Luxembourg, Esch-sur-Alzette, Luxembourg

Email: gregoire.danoy@uni.lu

Areas of Expertise: artificial intelligence, optimisation, metaheuristics, machine learning

Dr. Didier El Baz

Dr. Didier El Baz

Team SARA, LAAS-CNRS, Toulouse, France

Email: elbaz@laas.fr

Areas of Expertise: Parallel computing, distributed computing, optimization, machine learning

Manuscript submission information:

Tentative Schedule:

First Submission Date: 27th October 2023

Final Submission Deadline: 15th September 2024

Notification of Acceptance: 31st December 2024

Contributed papers must be submitted via the Engineering Applications of Artificial Intelligence online submission system (Editorial Manager®): Please select the article type “VSI: AI for HPC Systems” when submitting the manuscript online.

Please refer to the Guide for Authors to prepare your manuscript

For any further information, the authors may contact the Guest Editors.

Keywords:

(high performance computing) AND (artificial intelligence) OR (machine learning) OR (optimization)