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HPC, Big Data, and AI Convergence Towards Exascale
Challenge and Vision
Taschenbuch von Olivier Terzo
Sprache: Englisch

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Beschreibung
This book provides an updated vision on the most advanced computing, storage, and interconnection technologies, that are at basis of convergence among the HPC, Cloud, Big Data, and AI domains. It gives an insight on challenges faced by integrating such technologies and in achieving performance targets towards the exascale level.
This book provides an updated vision on the most advanced computing, storage, and interconnection technologies, that are at basis of convergence among the HPC, Cloud, Big Data, and AI domains. It gives an insight on challenges faced by integrating such technologies and in achieving performance targets towards the exascale level.
Über den Autor

Olivier Terzo is currently the Head of the ACA Advance Computing and Applications Research Area with a staff of 16 Reseaerchers at the LINKS Foundation Research Center (Italy).

Jan Martinovic is currently the Head of the Advanced Data Analysis and Simulations Lab at IT4Innovations National Supercomputing Center.

Inhaltsverzeichnis

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. [...]opean Processor Initiative: Europe's Approach to Exascale Computing.

Details
Erscheinungsjahr: 2024
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781032009919
ISBN-10: 1032009918
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Redaktion: Terzo, Olivier
Hersteller: CRC Press
Maße: 234 x 156 x 18 mm
Von/Mit: Olivier Terzo
Erscheinungsdatum: 29.01.2024
Gewicht: 0,494 kg
Artikel-ID: 128298461
Über den Autor

Olivier Terzo is currently the Head of the ACA Advance Computing and Applications Research Area with a staff of 16 Reseaerchers at the LINKS Foundation Research Center (Italy).

Jan Martinovic is currently the Head of the Advanced Data Analysis and Simulations Lab at IT4Innovations National Supercomputing Center.

Inhaltsverzeichnis

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. [...]opean Processor Initiative: Europe's Approach to Exascale Computing.

Details
Erscheinungsjahr: 2024
Genre: Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9781032009919
ISBN-10: 1032009918
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Redaktion: Terzo, Olivier
Hersteller: CRC Press
Maße: 234 x 156 x 18 mm
Von/Mit: Olivier Terzo
Erscheinungsdatum: 29.01.2024
Gewicht: 0,494 kg
Artikel-ID: 128298461
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