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Adaptive Structural Operational Semantics

Talkat SLE 2023 · 2023-10-23..10-24· [compilers-and-language-design]
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A new DSL metalanguage called ASOS metalanguage extends MSOS to express runtime adaptations as modular semantic rules, provides formal semantics and proofs for determinism and completeness, and translates semantics to executable Java via generates SEALS code. The authors implement an energy‑saving adaptation in RobLANG energy-saving adaptation, detect possible nontermination patterns conservatively, and report correct adaptive behavior plus a surprising performance win over a hand‑written version across 30 runs (likely due to JVM effects).

AI-written summary · about

  1. 0:00Adaptive DSLs introduction
  2. 2:57Manual adaptation challenges
  3. 4:04SEALS framework
  4. 5:51ASOS meta-language
  5. 7:18Defining adaptive semantics
  6. 9:10ASOS semantic rules
  7. 12:20ASOS adaptation modules
  8. 14:11Adaptive semantics meta-model
  9. 15:16Adaptation selection formal semantics
  10. 16:21ASOS to SEALS translation
  11. 18:33Executing adaptive semantics
  12. 19:38ASOS semantics verification
  13. 20:42Robling DSL validation
  14. 21:25ASOS adaptation performance
  15. 22:29Conclusion
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