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FPGA-based HPC application design for non-experts (abstract only)

Published: 11 February 2013 Publication History

Abstract

This paper presents bFlow, an FPGA development framework for the rapid prototyping and implementation of hardware accelerators for hybrid computing platforms. This framework makes use of an abstracted, graphical front-end usable by those without computer engineering backgrounds, as well as an accelerated back-end that speeds up compilation times, increasing turns-per-day. bFlow's performance, usability, and application to the acceleration of big-data life-science problems verified by participants of the NSF-funded Summer Institute organised by the Virginia Bioinformatics Institute (VBI). In less than two weeks, a group of four non-computer science/computer engineering participants made modifications to a reference Smith-Waterman implementation, adding functionality and scaling throughput by a factor of four to 600 million base pairs per second.

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Cited By

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  • (2015)Inferring custom architectures from OpenCL2015 25th International Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS)10.1109/PATMOS.2015.7347581(9-16)Online publication date: Sep-2015
  • (2013)FPGA-based HPC application design for non-experts2013 International Symposium on Rapid System Prototyping (RSP)10.1109/RSP.2013.6683952(9-15)Online publication date: Oct-2013

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  1. FPGA-based HPC application design for non-experts (abstract only)

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      cover image ACM Conferences
      FPGA '13: Proceedings of the ACM/SIGDA international symposium on Field programmable gate arrays
      February 2013
      294 pages
      ISBN:9781450318877
      DOI:10.1145/2435264

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      New York, NY, United States

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      Published: 11 February 2013

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      Author Tags

      1. big-data
      2. bioinformatics
      3. co-processor
      4. convey HC-1
      5. design productivity
      6. field-programmable gate arrays
      7. heterogeneous computing

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      • (2015)Inferring custom architectures from OpenCL2015 25th International Workshop on Power and Timing Modeling, Optimization and Simulation (PATMOS)10.1109/PATMOS.2015.7347581(9-16)Online publication date: Sep-2015
      • (2013)FPGA-based HPC application design for non-experts2013 International Symposium on Rapid System Prototyping (RSP)10.1109/RSP.2013.6683952(9-15)Online publication date: Oct-2013

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