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

DOI: 10.1201/9781003176664-13

Contents

  1. 13.1Introduction: Vision and Challenges
  2. 13.2Background
  3. 13.2.1AI in Big Data Analytics on Cloud
  4. 13.2.2AI on HPC Systems
  5. 13.3Hybrid Big Data and HPC Resource for AI Applications in CYBELE
  6. 13.4Parallelization and Deployment of AI Applications on HPC Systems
  7. 13.4.1Pilot Soybean Farming
  8. 13.4.1.1Pilot Description
  9. 13.4.1.2Application Parallelization for HPC Systems
  10. 13.4.2Pilot Wheat Ear
  11. 13.4.2.1 ...

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