UID:
almahu_9949385314802882
Format:
1 online resource (328 pages)
Edition:
First edition.
ISBN:
9781003176664
,
1003176666
,
9781000485110
,
1000485110
,
9781000485172
,
100048517X
Content:
HPC, Big Data, AI Convergence Towards Exascale 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 artificial intelligence (AI) domains. Through the presentation of the solutions devised within recently founded H2020 European projects, this book provides an insight on challenges faced by integrating such technologies and in achieving performance and energy efficiency targets towards the exascale level. Emphasis is given to innovative ways of provisioning and managing resources, as well as monitoring their usage. Industrial and scientific use cases give to the reader practical examples of the needs for a cross-domain convergence. All the chapters in this book pave the road to new generation of technologies, support their development and, in addition, verify them on real-world problems. The readers will find this book useful because it provides an overview of currently available technologies that fit with the concept of unified Cloud-HPC-Big Data-AI applications and presents examples of their actual use in scientific and industrial applications.
Note:
1. Towards the convergence of High-Performance Computing, Cloud and Big Data domainsMartin Golasowski, Jan Martinovič, Marc Levrier, Stephan Hachinger, Aikaterini Papapostolou, SpirosMouzakitis, Ioannis Tsapelas, Monica Caballero, Marco Aldinucci, Jon Ander Gómez, Antony Chazapis, Jean-Thomas Acquaviva2. The LEXIS platform for Distributed Workflow Execution and Data ManagementJan Křenek, Kateřina Slaninová, Piyush Harsh, Marc Derquennes, Frederic Donnat, Olivier Terzo3. Enabling the HPC and Artificial Intelligence Cross-Stack Convergence at the Exascale LevelAlberto Scionti, Paolo Viviani, Giacomo Vitali, Chiara Vercellino4. Data System and Data Management in a Federation of HPC/Cloud CentresJohannes Munke, Mohamad Hayek, Rubén J. García-Hernández, Cédric Koch-Hofer, Philippe Couvee 5. Distributed HPC Resources Orchestration for Supporting Large-Scale Workflow ExecutionV. Svanton, L. Vojacek, F. Exertier6. Advanced Engineering Platform Supporting CFD Simulations of Aeronautical Engine Critical PartsDonato Magarielli, Ennio Spano, Tommaso Fondelli, Daniele Pampaloni, Antonio Andreini, Paolo Savio, Michele Marconcini, Francesco Poli7. Event-driven, Time-Constrained Workflows: An Earthquake and Tsunami PilotThierry Goubier, Danijel Schorlemmer, Natalja Rakowsky, Sven Harig, Andrea Ajmar, Lorenza Bovio, Stephane Louise, Tomáš Martinovič8. Exploitation of Multiple Model Layers Within LEXIS Weather and Climate PilotPaola Mazzoglio, Emanuele Danovaro, Laurent Ganne, Andrea Parodi, Antonella Galizia, Antonio Parodi9. Data Convergence for The High-Performance CloudChristian Pinto, Christos Kozanitis, Yiannis Gkoufas, Panos Koutsovasilis, Srikumar Venugopal, Angelos Bilas10. The DeepHealth HPC Infrastructure: Leveraging heterogenous HPC and Cloud computing infrastructures for IA-based Medical SolutionsEduardo Quiñones , Jesus Perales, Jorge Ejarque, Asaf Badouh, Santiago Marco, Fabrice Auzanneau, François Galea, David González, José Ramón Hervás, Tatiana Silva, Iacopo Colonnelli, Rafael Tornero, José Flich, Jose Maria Martínez, David Rodriguez, Izan Catalán, Jorge García, Carles Hernández11. Applications of AI and HPC in Health DomainDana 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 Tartaglione12. CYBELE: On the Convergence of HPC, Big Data Services and AI TechnologiesSophia Karagiorgou, Zeginis Dimitris, Yannis Georgiou, Eugene Frimpong, Konstantinos Tarabanis13. CYBELE: A Hybrid Architecture of HPC and Big Data for AI Applications in AgricultureNaweiluo 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, Marcin Pospieszny14. European Processor InitiativeMario Kovač , Jean-Marc Denis, Philippe Notton, Etienne Walter, Denis Dutoit, Jesus Labarta, Frank Badstuebner, Stephan Stilkerich, Dominik Reinhardt, Benoît Dinechin, Renaud Stevens, Josip Knezović, Daniel Hofman , Mario Brčić , Katarina Vukušić, Agneza Šandić, Leon Dragić, Igor Piljić, Mate Kovač, Branimir Malnar, Alen Duspara
Additional Edition:
ebook version : ISBN 9781000485172
Additional Edition:
ISBN 1032009845
Additional Edition:
ISBN 9781032009841
Language:
English
Keywords:
Electronic books.
DOI:
10.1201/9781003176664
URL:
https://www.taylorfrancis.com/books/9781003176664
