January 2022
Intermediate to advanced
322 pages
9h
English
Content preview from HPC, Big Data, and AI Convergence Towards Exascale
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13CYBELE: 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
Contents
- 13.1Introduction: Vision and Challenges
- 13.2Background
- 13.2.1AI in Big Data Analytics on Cloud
- 13.2.2AI on HPC Systems
- 13.3Hybrid Big Data and HPC Resource for AI Applications in CYBELE
- 13.4Parallelization and Deployment of AI Applications on HPC Systems
- 13.4.1Pilot Soybean Farming
- 13.4.1.1Pilot Description
- 13.4.1.2Application Parallelization for HPC Systems
- 13.4.2Pilot Wheat Ear
- 13.4.2.1 ...
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