Engineering Applications of Artificial Intelligence
Artificial Intelligence for High-Performance Computing systems
摘要截稿:
全文截稿: 2024-06-15
影响因子: 4.201
期刊难度:
CCF分类: C类
中科院JCR分区:
• 大类 : 计算机科学 - 2区
• 小类 : 自动化与控制系统 - 2区
• 小类 : 计算机:人工智能 - 2区
• 小类 : 工程:电子与电气 - 2区
• 小类 : 工程:综合 - 1区
Overview
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 (Executive Guest Editor)University of Luxembourg, Esch-sur-Alzette, LuxembourgEmail: gregoire.danoy@uni.luAreas of Expertise: artificial intelligence, optimisation, metaheuristics, machine learning
Dr. Didier El BazTeam SARA, LAAS-CNRS, Toulouse, FranceEmail: elbaz@laas.frAreas of Expertise: Parallel computing, distributed computing, optimization, machine learning
Manuscript submission information:
Tentative Schedule:
First Submission Date: 27th October 2023
Final Submission Deadline: 15th June 2024
Notification of Acceptance: 30th July 2024