Dynamic symbolic execution for testing distributed objects

Abstract. This paper extends dynamic symbolic execution to distributed and concurrent systems. Dynamic symbolic execution can be used in software testing to systematically identify equivalence classes of input values and has been shown to scale well to large systems. Although mainly applied to sequential programs, this scalability makes it interesting to consider the technique in the distributed and concurrent setting as well. In order to extend the technique to concurrent systems, it is necessary to obtain sufficient control over the scheduling of concurrent activities to avoid race conditions. Creol, a modeling language for distributed concurrent objects, solves this problem by abstracting from a particular scheduling policy but explicitly defining scheduling points. This provides sufficient control to apply the technique of dynamic symbolic execution for model based testing of interleaved processes. The technique has been formalized in rewriting logic, executes in Maude, and applied to nontrivial examples, including an industrial case study

Static analysis of unbounded structures in object-oriented programs

In this thesis we investigate different techniques and formalisms to address complexity introduced by unbounded structures in object-oriented programs. We give a representation of a weakest precondition calculus for abstract object creation in dynamic logic. Based on this calculus we define symbolic execution including abstract object creation. We investigate the complex behaviour introduced by multi-threading and give a formalism based on the transformation of multi-threaded reentrant call-graphs to thread automata and the application of context free language reachability to decide deadlock freedom of such programs. We give a formalisation of the observable interface behaviour of a concurrent, object-oriented language with futures and promises. The calculus captures the core of the Creol language and allows for a comparison with the concurrency model of thread-based, object-oriented languages like Java or C#. We give a technique to detect deadlock freedom for an Actor-like subset of the Creol language. LEI Universiteit LeidenThe work in this thesis has been carried out at the Christian-Albrechts--Universität zu Kiel, the Centrum Wiskunde & Informatica (CWI), and the Universiteit Leiden. The research was partially funded by the EU-project IST- 33826 Credo: Modeling and analysis of evolutionary structures for distributed services; the EU-project FP7-231620 HATS: Highly Adaptable and Trustworthy Software using Formal Methods; and the German-Norwegian DAAD-NWO exchange project Avabi (Automated validation for behavioral interfaces of asynchronous active objects).Algorithms and the Foundations of Software technolog

Asynchronous programming in the abstract behavioural specification language

Chip manufacturers are rapidly moving towards so-called manycore chips with thousands of independent processors on the same silicon real estate. Current programming languages can only leverage the potential power by inserting code with low level concurrency constructs, sacrificing clarity. Alternatively, a programming language can integrate a thread of execution with a stable notion of identity, e.g., in active objects.Abstract Behavioural Specification (ABS) is a language for designing executable models of parallel and distributed object-oriented systems based on active objects, and is defined in terms of a formal operational semantics which enables a variety of static and dynamic analysis techniques for the ABS models.The overall goal of this thesis is to extend the asynchronous programming model and the corresponding analysis techniques in ABS.Algorithms and the Foundations of Software technolog

Time At Your Service: Schedulability Analysis of Real-Time and Distributed Services

The software today is distributed over several processing units. At a large scale this may span over the globe via the internet, or at the micro scale, a software may be distributed on several small processing units embedded in one device. Real-time distributed software and services need to be timely and respond to the requests in time. The Quality of Service of real time software depends on how it schedules its tasks to be executed. The state of the art in programming distributed software, like in Java, the scheduling is left to the underlying infrastructure and in particular the operating system, which is not anymore in the control of the applications. In this thesis, we introduce a software paradigm based on object orientation in which real-time concurrent objects are enabled to specify their own scheduling strategy. We developed high-level formal models for specifying distributed software based on this paradigm in which the quality of service requirements are specified as deadlines on performing and finishing tasks. At this level we developed techniques to verify that these requirements are satisfied. This research has opened the way to a new approach to modeling and analysis of a range of applications such as continuous planning in the context of logistics software in a dynamic environment as well as developing software for multi-core systems. Industrial companies (DEAL services) and research centers (the Uppsala Programming for Multicore Architectures Resrearch Center UPMARC) have already shown interest in the results of this thesis.LEI Universiteit LeidenFoundations of Software Technolog

Asynchronous Programming in the Abstract Behavioural Specification Language

Chip manufacturers are rapidly moving towards so-called manycore chips with thousands of independent processors on the same silicon real estate. Current programming languages can only leverage the potential power by inserting code with low level concurrency constructs, sacrificing clarity. Alternatively, a programming language can integrate a thread of execution with a stable notion of identity, e.g., in active objects.Abstract Behavioural Specification (ABS) is a language for designing executable models of parallel and distributed object-oriented systems based on active objects, and is defined in terms of a formal operational semantics which enables a variety of static and dynamic analysis techniques for the ABS models.The overall goal of this thesis is to extend the asynchronous programming model and the corresponding analysis techniques in ABS.Algorithms and the Foundations of Software technolog

Time at your service : schedulability analysis of real-time and distributed services

The software today is distributed over several processing units. At a large scale this may span over the globe via the internet, or at the micro scale, a software may be distributed on several small processing units embedded in one device. Real-time distributed software and services need to be timely and respond to the requests in time. The Quality of Service of real time software depends on how it schedules its tasks to be executed. The state of the art in programming distributed software, like in Java, the scheduling is left to the underlying infrastructure and in particular the operating system, which is not anymore in the control of the applications. In this thesis, we introduce a software paradigm based on object orientation in which real-time concurrent objects are enabled to specify their own scheduling strategy. We developed high-level formal models for specifying distributed software based on this paradigm in which the quality of service requirements are specified as deadlines on performing and finishing tasks. At this level we developed techniques to verify that these requirements are satisfied. This research has opened the way to a new approach to modeling and analysis of a range of applications such as continuous planning in the context of logistics software in a dynamic environment as well as developing software for multi-core systems. Industrial companies (DEAL services) and research centers (the Uppsala Programming for Multicore Architectures Resrearch Center UPMARC) have already shown interest in the results of this thesis.LEI Universiteit LeidenFoundations of Software Technolog

Deductive Verification of Concurrent Programs

Verification of concurrent programs still poses one of the major challenges in computer science. Several techniques to tackle this problem have been proposed. However, they often do not scale. We present an adaptation of the rely/guarantee methodology in dynamic logic. Rely/guarantee uses functional specification to symbolically describe the behavior of concurrently running threads: while each thread guarantees adherence to a specified property at any point in time, all other threads can rely on this property being established. This allows to regard threads largely in isolation--only w.r.t. an environment constrained by these specifications. While rely/guarantee based approaches often suffer from a considerable specification overhead, we complement functional thread specifications with frame conditions. We will explain our approach using a simple, but concurrent programing language. Besides the usual constructs for sequential programs, it caters for dynamic thread creation. We define semantics of concurrent programs w.r.t. an underspecified deterministic scheduling function. To formally reason about programs of this language, we introduce a novel multi-modal logic, Concurrent Dynamic Trace Logic (CDTL). It combines the strengthes of dynamic logic with those of linear temporal logic and allows to express temporal properties about symbolic program traces. We first develop a sound and complete sequent calculus for the logic subset that uses the sequential part of the language, based on symbolic execution. In a second step, we extend this to a calculus for the complete logic by adding symbolic execution rules for concurrent interleavings and dynamic thread creation based on the rely/guarantee methodology. Again, this calculus is proven sound and complete

Combining Monitoring with Run-time Assertion Checking

We develop a new technique for Run-time Checking for two object-oriented languages: Java and the Abstract Behavioral Specification language ABS. In object-oriented languages, objects communicate by sending each other messages. Assuming encapsulation, the behavior of objects is completely determined by the order of the messages, and their content. Traditional methods for Run-time Checking focus either exclusively on the description and testing of the order of the messages (Monitoring), or they focus on specifying and testing the content of those messages (Run-time Assertion Checking). Our method combines Monitoring with Run-time Assertion Checking.The basic idea behind our technique is that the behavior of objects can be described formally by means of an attribute grammar extended with assertions. The underlying (context-free) grammar specifies the valid orderings of the messages, the attributes define properties of the contents of the messages, and assertions specify the desired values of those properties. We develop a new Run-time Checker for attribute grammars in the form of a meta-program in the language Rascal and applied the Run-time Checker to an industrial case of the e-commerce company Fredhopper. We also investigated the efficiency of the run-time checker, and successfully discovered and solved several bugs in the Fredhopper software.Algorithms and the Foundations of Software technolog