HPC, Big Data, and AI Convergence Towards Exascale

HPC, Big Data, and AI Convergence Towards Exascale portes grátis

HPC, Big Data, and AI Convergence Towards Exascale

Challenge and Vision

Terzo, Olivier; Martinovic, Jan

Taylor & Francis Ltd

01/2022

294

Dura

Inglês

9781032009841

15 a 20 dias

752

Descrição não disponível.
1. Towards the Convergence of High-Performance Computing, Cloud, and Big Data Domains. 2. The LEXIS Platform for Distributed Workflow Execution and Data Management. 3. Enabling the HPC and Artificial Intelligence Cross-Stack Convergence at the Exascale Level. 4. Data System and Data Management in a Federation of HPC/Cloud Centers. 5. Distributed HPC Resources Orchestration for Supporting Large-Scale Workflow Execution. 6. Advanced Engineering Platform Supporting CFD Simulations of Aeronautical Engine Critical Parts. 7. Event-Driven, Time-Constrained Workflows: An Earthquake and Tsunami Pilot. 8. Exploitation of Multiple Model Layers Within LEXIS Weather and Climate Pilot. 9. Data Convergence for High-Performance Cloud. 10. The DeepHealth HPC Infrastructure: Leveraging Heterogenous HPC and Cloud Computing Infrastructures for IA-Based Medical Solutions. 11. Applications of AI and HPC in Health Domain. 12. CYBELE: On the Convergence of HPC, Big Data Services, and AI Technologies. 13. CYBELE: A Hybrid Architecture of HPC and Big Data for AI Applications in Agriculture. 14. European Processor Initiative: Europe's Approach to Exascale Computing.
computational science;data management strategies;resource provisioning;scientific workflow automation;heterogeneous computing;medical data analytics;distributed cloud hpc integration