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Complete Stream Fusion for Software-Defined Radio

Talkat PEPM 2024 · on Tuesday, 2024-01-16· [functional-programming, software-architecture]
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Strymonas compiles declarative pipelines to generated C with a single main loop, no dynamic allocation, and complete stream fusion, and it implements a high-performance window combinator by specializing buffer layout and duplicating the buffer to make indices constant. Evaluated on FM reception against GNU Radio, it achieves real-time playback on a Raspberry Pi Zero and is twice or more faster on file benchmarks while preserving type safety and single-threaded execution, though output quality matches GNU Radio rather than reducing noise.

AI-written summary · about

  1. 0:00Introduction
  2. 1:05Stream Fusion for SDR
  3. 2:34Evaluating SDR apps
  4. 3:44FM radio demo
  5. 5:15Window combinators challenge
  6. 7:30High-performance window design
  7. 10:51GNU Radio comparison
  8. 13:46Stream processing frameworks
  9. 15:15Conclusion and future work
  10. 16:20Q&A
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