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Fredrik Edman. Fotograf Johan Persson.

Fredrik Edman

Patent advisor

Fredrik Edman. Fotograf Johan Persson.

FPGA based hybrid computing platform for ESS linac simulator

Author

  • Arun Jeevaraj
  • Emmanuel Laface
  • Maurizio Donna
  • Fredrik Edman
  • Liang Liu

Editor

  • Jari Nurmi
  • Peeter Ellervee
  • Juri Mihhailov
  • Kalle Tammemae
  • Maksim Jenihhin

Summary, in English

This paper presents a scalable and high-Throughput hybrid computing platform for the real-Time multi-particle based Linac (Linear accelerator) simulation model to be used at the European Spallation Source (ESS). The multi-particle simulation model with non-linear modeling is needed to provide a realistic behavior of the particle beam for reducing the losses at the superconducting structures. The computation complexity of the simulations can reach 1012 matrix multiplication operations for a test case of 106 beam particles simulated over 106 cells. An OpenCL (Open Computing Language) based framework is used to map the processing intensive parts of the simulation model efficiently to any configuration of a CPU-, GPU-and FPGA-based platform. Optimizations using data precision strategies have also been explored to further improve the throughput after reaching memory access saturation. We are able to achieve up to 89 × speed up compared to a C++ benchmark of the same system.

Department/s

  • Integrated Electronic Systems
  • ELLIIT: the Linköping-Lund initiative on IT and mobile communication

Publishing year

2018-12-11

Language

English

Publication/Series

2018 IEEE Nordic Circuits and Systems Conference, NORCAS 2018 : NORCHIP and International Symposium of System-on-Chip, SoC 2018 - Proceedings

Document type

Conference paper

Publisher

Institute of Electrical and Electronics Engineers Inc.

Topic

  • Computer Science

Conference name

4th IEEE Nordic Circuits and Systems Conference, NORCAS 2018: NORCHIP and International Symposium of System-on-Chip, SoC 2018

Conference date

2018-10-30 - 2018-10-31

Conference place

Tallinn, Estonia

Status

Published

Research group

  • Integrated Electronic Systems

ISBN/ISSN/Other

  • ISBN: 9781538676561