Model Checking of Stream Processing Pipelines

Abstract

Event stream processing (ESP) is the application of a computation to a set of input sequences of arbitrary data objects, called “events”, in order to produce other sequences of data objects. In recent years, a large number of ESP systems have been developed; however, none of them is easily amenable to a formal verification of properties on their execution. In this paper, we show how stream processing pipelines built with an existing ESP library called BeepBeep 3 can be exported as a Kripke structure for the NuXmv model checker. This makes it possible to formally verify properties on these pipelines, and opens the way to the use of such pipelines directly within a model checker as an extension of its specification language. 2012 ACM Subject Classification Theory of computation → Streaming models