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Runtime Verification of Partially-Synchronous Distributed System

Publication Type
Year of Publication
2023
Conference/Journal Name
Springer Journal on Formal Methods in System Design (FMSD)
Abstract
This paper focuses on runtime verification of distributed systems in the partial synchronous model, where a clock synchronization algorithm ensures a bound on maximum clock skew among all processes. We introduce two centralized monitoring technique where the specification in the linear temporal logic (LTL) is either represented by a deterministic finite automaton, or, we use a progression-based formula rewitting technique to reduce the distributed runtime verification problem to an SMT problem. We report on rigorous synthetic, as well as real-world case studies involving Cassandra (a non-SQL database management system) and data available from RACE (Runtime for Airspace Concept Evaluation) by NASA. We show that both our automata-based as well as our progression-based approached are effective in evaluating all the possible verdicts given a distributed computation with the progression-based approach having less overhead in general.