Skip to Main content Skip to Navigation
Conference papers

On Model Checking Techniques for Randomized Distributed Systems

Abstract : The automata-based model checking approach for randomized distributed systems relies on an operational interleaving semantics of the system by means of a Markov decision process and a formalization of the desired event E by an ω-regular linear-time property, e.g., an LTL formula. The task is then to compute the greatest lower bound for the probability for E that can be guaranteed even in worst-case scenarios. Such bounds can be computed by a combination of polynomially timebounded graph algorithm with methods for solving linear programs. In the classical approach, the “worst-case” is determined when ranging over all schedulers that decide which action to perform next. In particular, all possible interleavings and resolutions of other nondeterministic choices in the system model are taken into account. The worst-case analysis relying on this general notion of schedulers is often too pessimistic and leads to extreme probability values that can be achieved only by schedulers that are unrealistic for parallel systems. This motivates the switch to more realistic classes of schedulers that respect the fact that the individual processes only have partial information about the global system states. Such classes of partial-information schedulers yield more realistic worst-case probabilities, but computationally they are much harder. A wide range of verification problems turns out to be undecidable when the goal is to check that certain probability bounds hold under all partial-information schedulers.
Complete list of metadata

Cited literature [31 references]  Display  Hide  Download

https://hal.inria.fr/inria-00524630
Contributor : Ist Inria Nancy Grand Est Connect in order to contact the contributor
Submitted on : Friday, October 8, 2010 - 1:13:17 PM
Last modification on : Thursday, January 7, 2021 - 2:30:03 PM
Long-term archiving on: : Monday, January 10, 2011 - 11:45:24 AM

File

ifm10_001.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : inria-00524630, version 1

Collections

Citation

Christel Baier. On Model Checking Techniques for Randomized Distributed Systems. Integrated Formal Methods - IFM 2010, INRIA Nancy Grand Est, Oct 2010, Nancy, France. pp.1-11. ⟨inria-00524630⟩

Share

Metrics

Record views

46

Files downloads

130