~/talk

CircuitFlow: : A Domain Specific Language for Dataflow Programming

Talkat PADL 2022 · 2022-01-17..01-18· [functional-programming]
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An embedded Haskell DSL models workflows as a Symmetric Monoidal Preorder to statically type inputs and outputs, composes tasks with then and beside, and runs on a cam process network using FIFO queues instead of a central scheduler. A polymorphic lifted Haskell function implements the top‑10 task. Benchmark shows CircuitFlow completes the 100‑input playlist pipeline in 8.71s vs 7.12s, and type safety prevents the mismatched I/O error that stops Luigi.

AI-written summary · about

  1. 0:00Intro
  2. 1:00Dataflow Cup
  3. 5:10Machine Learning Road
  4. 9:38CircuitFlow
  5. 16:55Conclusion
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