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{DistAI}:{Data-Driven} automated invariant learning for distributed protocols
Distributed systems are notoriously hard to implement correctly due to non-determinism.
Finding the inductive invariant of the distributed protocol is a critical step in verifying the …
Finding the inductive invariant of the distributed protocol is a critical step in verifying the …
Ivy: A multi-modal verification tool for distributed algorithms
KL McMillan, O Padon - … : 32nd International Conference, CAV 2020, Los …, 2020 - Springer
Ivy is a multi-modal verification tool for correct design and implementation of distributed
protocols and algorithms, supporting modular specification, implementation and proof. Ivy …
protocols and algorithms, supporting modular specification, implementation and proof. Ivy …
Inductive invariants that spark joy: using invariant taxonomies to streamline distributed protocol proofs
Proving the correctness of a distributed protocol is a challenging endeavor. Central to this
task is finding an inductive invariant for the protocol. Currently, automated invariant …
task is finding an inductive invariant for the protocol. Currently, automated invariant …
On symmetry and quantification: A new approach to verify distributed protocols
A Goel, K Sakallah - NASA Formal Methods Symposium, 2021 - Springer
Proving that an unbounded distributed protocol satisfies a given safety property amounts to
finding a quantified inductive invariant that implies the property for all possible instance …
finding a quantified inductive invariant that implies the property for all possible instance …
First-order quantified separators
Quantified first-order formulas, often with quantifier alternations, are increasingly used in the
verification of complex systems. While automated theorem provers for first-order logic are …
verification of complex systems. While automated theorem provers for first-order logic are …
Induction duality: primal-dual search for invariants
Many invariant inference techniques reason simultaneously about states and predicates,
and it is well-known that these two kinds of reasoning are in some sense dual to each other …
and it is well-known that these two kinds of reasoning are in some sense dual to each other …
[PDF][PDF] Towards an automatic proof of Lamport's Paxos
A Goel, K Sakallah - # …, 2021 - library.oapen.org
Lamport's celebrated Paxos consensus protocol is generally viewed as a complex hard-to-
understand algorithm. Notwithstanding its complexity, in this paper, we take a step towards …
understand algorithm. Notwithstanding its complexity, in this paper, we take a step towards …
Performal: Formal verification of latency properties for distributed systems
TN Zhang, U Sharma, M Kapritsos - Proceedings of the ACM on …, 2023 - dl.acm.org
Understanding and debugging the performance of distributed systems is a notoriously hard
task, but a critical one. Traditional techniques like logging, tracing, and benchmarking …
task, but a critical one. Traditional techniques like logging, tracing, and benchmarking …
Multi-phase invariant synthesis
D Riley, G Fedyukovich - Proceedings of the 30th ACM Joint European …, 2022 - dl.acm.org
Loops with multiple phases are challenging to verify because they require disjunctive
invariants. Invariants could also have the form of implication between a precondition for the …
invariants. Invariants could also have the form of implication between a precondition for the …
Inferring invariants with quantifier alternations: Taming the search space explosion
We present a PDR/IC3 algorithm for finding inductive invariants with quantifier alternations.
We tackle scalability issues that arise due to the large search space of quantified invariants …
We tackle scalability issues that arise due to the large search space of quantified invariants …