Formal verification of data-intensive applications through model checking modulo theories

We present our efforts on the formalization and automated formal verification of data-intensive applications based on the Storm technology, a well known and pioneering framework for developing streaming applications. The approach is based on the so-called array-based systems formalism, introduced by Ghilardi et al., a suitable abstraction of infinite-state systems that we used to model the runtime behavior of Storm-based applications. The formalization consists of quantified first-order formulae symbolically representing array-based systems. The verification consists in checking whether some safety property holds or not for the system. Both formalization and verification are performed in the same framework, namely the state-of-the-art Cubicle model checker