HPC, big data, AI convergence towards exascale : challenge and vision /: challenge and vision. (2021)

• Record Type: Book
• Further Information: Note: Edited by Olivier Terzo, Jan Martinovic.
• Editors: Terzo, Olivier; Martinovic, Jan
• Contents: 1. Towards the Convergence of High-Performance Computing, Cloud and Big Data Domains Martin Golasowski, Jan Martinovič, Marc Levrier, Stephan Hachinger, Sophia Karagiorgou, Aikaterini Papapostolou, Spiros Mouzakitis, Ioannis Tsapelas, Monica Caballero, Marco Aldinucci, Jon Ander Gómez, Antony Chazapis, and Jean-​Thomas Acquaviva 2. The LEXIS Platform for Distributed Workflow Execution and Data Management Martin Golasowski, Jan Martinovič, Jan Křenek, Kateřina Slaninová, Marc Levrier, Piyush Harsh, Marc Derquennes, Frédéric Donnat, and Olivier Terzo 3. Enabling the HPC and Artificial Intelligence Cross-Stack Convergence at the Exascale Level Alberto Scionti, Paolo Viviani, Giacomo Vitali, Chiara Vercellino, and Olivier Terzo 4. Data System and Data Management in a Federation of HPC/Cloud Centers Johannes Munke, Mohamad Hayek, Martin Golasowski, Rubén J. García-​Hernández, Frédéric Donnat, Cédric Koch-​Hofer, Philippe Couvee, Stephan Hachinger, and Jan Martinovič 5. Distributed HPC Resources Orchestration for Supporting Large-Scale Workflow Execution Alberto Scionti, Paolo Viviani, Giacomo Vitali, Chiara Vercellino, Olivier Terzo, Stephan Hachinger, Lukáš Vojácek, Václav Svatoň, Jan Křenek, Frédéric Donnat, and François Exertier 6. Advanced Engineering Platform Supporting CFD Simulations of Aeronautical Engine Critical Parts Donato Magarielli, Ennio Spano, Tommaso Fondelli, Daniele Pampaloni, Antonio Andreini, Paolo Savio, Michele Marconcini, and Francesco Poli 7. Event-driven, Time-Constrained Workflows: An Earthquake and Tsunami Pilot Rubén J. García-​Hernández, Thierry Goubier, Danijel Schorlemmer, Natalja Rakowsky, Sven Harig, Andrea Ajmar, Lorenza Bovio, Stephane Louise, Tomáš Martinovič 8. Exploitation of Multiple Model Layers Within LEXIS Weather and Climate Pilot: An HPPC-Based Approach Paola Mazzoglio, Emanuele Danovaro, Laurent Ganne, Andrea Parodi, Stephan Hachinger, Antonella Galizia, Antonio Parodi, and Jan Martinovič 9. Data Convergence for High-Performance Cloud Christian Pinto, Antony Chazapis, Christos Kozanitis, Yiannis Gkoufas, Panos Koutsovasilis, Srikumar Venugopal, Jean-​Thomas Acquaviva, and Angelos Bilas 10. The DeepHealth HPC Infrastructure: Leveraging Heterogenous HPC and Cloud Computing Infrastructures for IA-based Medical Solutions Eduardo Quiñones, Jesus Perales, Jorge Ejarque, Asaf Badouh, Santiago Marco, Fabrice Auzanneau, François Galea, David González, José Ramón Hervás, Tatiana Silva, Iacopo Colonnelli, Barbara Cantalupo, Marco Aldinucci, Enzo Tartaglione, Rafael Tornero, José Flich, Jose Maria Martínez, David Rodriguez, Izan Catalán, Jorge García, and Carles Hernández 11. Applications of AI and HPC in the Health Domain Dana Oniga, Barbara Cantalupo, Daniele Perlo, Marco Grangetto, Federico Bolelli, Federico Pollastri, Michele Cancilla, Laura Canalini, Costantino Grana, Cristina Muñoz Alcalde, Franco Alberto Cardillo, Monica Florea, Enzo Tartaglione, and Marco Aldinucci 12. CYBELE: On the Convergence of HPC, Big Data Services, and AI Technologies Sophia Karagiorgou, Aikaterini Papapostolou, Zeginis Dimitris, Yannis Georgiou, Eugene Frimpong, Ioannis Tsapelas, Spiros Mouzakitis, and Konstantinos Tarabanis 13. CYBELE: A Hybrid Architecture of HPC and Big Data for AI Applications in Agriculture Naweiluo Zhou, Li Zhong, Dennis Hoppe, Branislav Pejak, Oskar Marko, Javier Cardona, Mikolaj Czerkawski, Ivan Andonovic, Craig Michie, Christos Tachtatzis, Emmanouil Alexakis, Philip Mavrepis, Dimosthenis Kyriazis, and Marcin Pospieszny 14. European Processor Initiative: Europe's Approach to Exascale Computing Mario Kovač, Jean-​Marc Denis, Philippe Notton, Etienne Walter, Denis Dutoit, Frank Badstuebner, Stephan Stilkerich, Christian Feldmann, Benoît Dinechin, Renaud Stevens, Fabrizio Magugliani, Ricardo Chaves, Josip Knezović, Daniel Hofman, Mario Brcić, Katarina Vukušić, Agneza Šandić, Leon Dragić, Igor Piljić, Mate Kovač, Branimir Malnar, and Alen Duspara
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2021
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 004.11; Exascale computing; Big data; Artificial intelligence
• Languages: English
• ISBNs: 9781000485172; 9781000485110; 9781003176664
• Related ISBNs: 9781032009841
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.