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graceful-degradation

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This code simulates the exact schedulability test for EDF scheduling of semi-clairvoyant sporadic task systems with graceful degradation using the following two algorithms: (i) the previously proposed approach (listed as Algorithm 1 in the paper) and (ii) Mixed-Criticality Quick Processor-demand Analysis or MC-QPA (listed as Algorithm 2 in the p…

  • Updated May 16, 2022
  • C

Discrete-event simulation benchmark for graceful degradation strategies in LLM serving: output capping, CoT disabling, model downgrade, and selective drop under progressive pressure.

  • Updated Jul 26, 2026
  • Python

Real-time authorization decisions measured under injected failure: timeouts, caching, graceful degradation and a kill switch, measured rather than asserted. Whether a timeout bounds the tail, what fail-open versus fail-closed costs once both errors are priced, and whether webhook-driven decisioning is idempotent under replay.

  • Updated Aug 30, 2026
  • Python

A general-purpose Autonomic Limits Compiler (CDF v2-UL) mathematically guaranteeing that physical, biological, and cognitive states never breach safety limits. Includes three interactive simulation prototypes demonstrating graceful degradation in Robotics, AI Cognition, and Astrobiology.

  • Updated Jun 21, 2026
  • Python
cloud-native-resilience-patterns

Enterprise-grade cloud-native microservices reference architecture featuring .NET 8/9, Polly v8 Circuit Breakers, Redis Cache-Aside, Netflix-style EVCache pre-computation, Polyglot Persistence with Event-Driven Denormalization (186x speedup), Azure Bicep automated Canary rollouts, and a resilient React 18 UI with graceful degradation.

  • Updated Aug 21, 2026
  • C#

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