~/talk

A Unifying Type-Theory for Higher-Order (Amortized) Cost Analysis

Talkat POPL 2021 · 2021-01-17..01-22· [compilers-and-language-design]
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Presents λ-amor, an affine type theory that adds a modal potential type plus a graded cost monad and refinements, and proves soundness with a Kripke step-indexed logical relation. Shows a surprising simulation: effects plus potentials simulate coeffects, achieved by a new monad encoding cost as input potential. Embeds both RAML (call-by-value amortized) and dlPCF (call-by-name coeffect) into λ-amor and obtains completeness for cost analysis of PCF programs.

AI-written summary · about

  1. 0:00Introduction
  2. 1:48Lambda-amor goals
  3. 3:12Amortized cost analysis basics
  4. 8:20Lambda-amor technical ingredients
  5. 13:44FIFO queue example
  6. 15:35Lambda-amor model and soundness
  7. 17:04RAML and dlPCF unifying embeddings
  8. 21:49Coeffects via effects and potentials
  9. 22:11Summary and conclusion
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