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Tuesday, September 15 • 11:45am - 12:15pm
Spark SQL acceleration on FPGA using Apache Arrow and OpenCAPI - Akos Hadnagy & Fabian Nonnenmacher, Delft University of Technology

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One of the research topics of the Accelerated Big Data Systems group at TU Delft is transparent acceleration of Spark SQL programs on FPGA. This talk discusses our design, the modifications that were necessary in Spark, FPGA programming tools that were developed, and a fully integrated proof-of-concept on an OpenCAPI platform.

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Speakers
avatar for Ákos Hadnagy

Ákos Hadnagy

Delft University of Technology
Ákos Hadnagy received his BSc in Electrical Engineering from the Budapest University of Technology and Economics in 2018, and his MSc in Computer Engineering from the Delft University of Technology in 2020. His research interests include high-level FPGA design, hardware acceleration... Read More →
avatar for Fabian Nonnenmacher

Fabian Nonnenmacher

MSc Student, Delft University of Technology
Fabian Nonnenmacher has received his MSc in Computer Science in 2020 of Delft University of Technology, as part of his education in the European institute of Innovation & Technology Master School. During his Master's thesis in the Accelerated Big Data Systems group, he evaluated how... Read More →

Spark SQL Acceleration on FPGA pdf
Tuesday September 15, 2020 11:45am - 12:15pm CDT
Track 2A
  OpenCAPI
  • See Session Slides yes