Modelling, reduction and analysis of Markov automata (extended version)

Markov automata (MA) constitute an expressive continuous-time compositional modelling formalism. They appear as semantic backbones for engineering frameworks including dynamic fault trees, Generalised Stochastic Petri Nets, and AADL. Their expressive power has thus far precluded them from effective analysis by probabilistic (and statistical) model checkers, stochastic game solvers, or analysis tools for Petri net-like formalisms. This paper presents the foundations and underlying algorithms for efficient MA modelling, reduction using static analysis, and most importantly, quantitative analysis. We also discuss implementation pragmatics of supporting tools and present several case studies demonstrating feasibility and usability of MA in practice

Analysis of Timed and Long-Run Objectives for Markov Automata

Markov automata (MAs) extend labelled transition systems with random delays and probabilistic branching. Action-labelled transitions are instantaneous and yield a distribution over states, whereas timed transitions impose a random delay governed by an exponential distribution. MAs are thus a nondeterministic variation of continuous-time Markov chains. MAs are compositional and are used to provide a semantics for engineering frameworks such as (dynamic) fault trees, (generalised) stochastic Petri nets, and the Architecture Analysis & Design Language (AADL). This paper considers the quantitative analysis of MAs. We consider three objectives: expected time, long-run average, and timed (interval) reachability. Expected time objectives focus on determining the minimal (or maximal) expected time to reach a set of states. Long-run objectives determine the fraction of time to be in a set of states when considering an infinite time horizon. Timed reachability objectives are about computing the probability to reach a set of states within a given time interval. This paper presents the foundations and details of the algorithms and their correctness proofs. We report on several case studies conducted using a prototypical tool implementation of the algorithms, driven by the MAPA modelling language for efficiently generating MAs.Comment: arXiv admin note: substantial text overlap with arXiv:1305.705

Automata-theoretic protocol programming : parallel computation, threads and their interaction, optimized compilation, [at a] high level of abstraction

In the early 2000s, hardware manufacturers shifted their attention from manufacturing faster—yet purely sequential—unicore processors to manufacturing slower—yet increasingly parallel—multicore processors. In the wake of this shift, parallel programming became essential for writing scalable programs on general hardware. Conceptually, every parallel program consists of workers, which implement primary units of sequential computation, and protocols, which implement the rules of interaction that workers must abide by. As programmers have been writing sequential code for decades, programmingand mutual exclusion may serve as a target for compilation. To demonstrate the practical feasibility of the GPL+DSL approach to protocol programming, I study the performance of the implemented compiler and its optimizations through a number of experiments, including the Java version of the NAS Parallel Benchmarks. The experimental results in these benchmarks show that, with all four optimizations in place, compiler-generated protocol code can competewith hand-crafted protocol code. workers poses no new fundamental challenges. What is new—and notoriously difficult—is programming of protocols. In this thesis, I study an approach to protocol programming where programmers implement their workers in an existing general-purpose language (GPL), while they implement their protocols in a complementary domain-specific language (DSL). DSLs for protocols enable programmers to express interaction among workers at a higher level of abstraction than the level of abstraction supported by today’s GPLs, thereby addressing a number of protocol programming issues with today’s GPLs. In particular, in this thesis, I develop a DSL for protocols based on a theory of formal automata and their languages. The specific automata that I consider, called constraint automata, have transition labels with a richer structure than alphabet symbols in classical automata theory. Exactly these richer transition labels make constraint automata suitable for modeling protocols.Constraint automata constitute the (denotational) semantics of the DSL presented in this thesis. On top of this semantics, I use two complementary syntaxes: an existing graphical syntax (based on the coordination language Reo) and a novel textual syntax. The main contribution of this thesis, then, consists of a compiler and four of its optimizations, all formalized and proven correct at the semantic level of constraint automata, using bisimulation. In addition to these theoretical contributions, I also present an implementation of the compiler and its optimizations, which supports Java as the complementary GPL, as plugins for Eclipse. Nothing in the theory developed in this thesis depends on Java, though; any language that supports some form of threading.<br/

Techniques for the realization of ultra- reliable spaceborne computer Final report

Bibliography and new techniques for use of error correction and redundancy to improve reliability of spaceborne computer

Weighted Branching Automata: Combining Concurrency and Weights

Eine der stärksten Erweiterungen der klassischen Theorie formaler Sprachen und Automaten ist die Einbeziehung von Gewichten oder Vielfachheiten aus einem Halbring. Diese Dissertation untersucht gewichtete Automaten über Strukturen mit Nebenläufigkeit. Wir erweitern die Arbeit von Lodaya und Weil und erhalten so ein Modell gewichteter verzweigender Automaten, in dem die Berechnung des Gewichts einer parallelen Komposition anders als die einer sequentiellen Komposition gehandhabt wird. Die von Lodaya und Weil eingeführten Automaten modellieren Nebenläufigkeit durch Verzweigen. Ein verzweigender Automat ist ein endlicher Automat mit drei verschiedenen Typen von Transitionen. Sequentielle Transitionen überführen durch Ausführen eines Ereignisses einen Zustand in einen anderen. Dagegen sind Gabel- und Binde-Transitionen für das Verzweigen verantwortlich. Läufe dieser Automaten werden beschrieben durch sequentiell-parallele posets, kurz sp-posets. Alle Transitionen des Automaten werden in unserem Modell mit Gewichten versehen. Neben dem Nichtdeterminismus und der sequentiellen Komposition wollen wir nun auch die parallele Komposition quantitativ behandeln. Dafür benötigen wir eine Gewichtsstruktur mit einer Addition, einer sequentiellen und einer parallelen Multiplikation. Solch eine Struktur, genannt Bihalbring, besteht damit de facto aus zwei Halbringen mit derselben additiven Struktur. Weiterhin muss die parallele Multiplikation kommutativ sein. Das Verhalten eines gewichteten verzweigenden Automaten ist dann eine Funktion, die jeder sp-poset ein Element eines Bihalbrings zuordnet. Das Hauptresultat charakterisiert das Verhalten dieser Automaten im Sinne von Kleenes und Schützenbergers Sätzen über das Zusammenfallen der Klassen der erkennbaren und der rationalen Sprachen bzw. formalen Potenzreihen. Darüber hinaus untersuchen wir den Abschluss dieser Verhalten unter allen rationalen Operationen und unter dem Hadamard-Produkt. Letztlich diskutieren wir Zusammenhänge zwischen Reihen und Sprachen im Rahmen verzweigender Automaten.One of the most powerful extensions of classical formal language and automata theory is the consideration of weights or multiplicities from a semiring. This thesis investigates weighted automata over structures incorporating concurrency. Extending work by Lodaya and Weil, we propose a model of weighted branching automata in which the calculation of the weight of a parallel composition is handled differently from the calculation of the weight of a sequential composition. The automata as proposed by Lodaya and Weil model concurrency by branching. A branching automaton is a finite-state device with three different types of transitions. Sequential transitions transform a state into another one by executing an action. In contrast, fork and join transitions are responsible for branching. Executions of such systems can be described by sequential-parallel posets, or sp-posets for short. In the model considered here all kinds of transitions are equipped with weights. Beside non-determinism and sequential composition we would like to deal with the parallel composition in a quantitative way. Therefore, we are in need of a weight structure equipped with addition, a sequential, and, moreover, a parallel multiplication. Such a structure, called a bisemiring, is actually composed of two semirings with the same additive structure. Moreover, the parallel multiplication has to be commutative. Now, the behavior of a weighted branching automaton is a function that associates with every sp-poset an element from the bisemiring. The main result characterizes the behavior of these automata in the spirit of Kleene's and Schützenberger's theorems about the coincidence of recognizable and rational languages, and formal power series, respectively. Moreover, we investigate the closure of behaviors under all rational operations and under Hadamard-product. Finally, we discuss connections between series and languages within our setting

Embedded System Design

A unique feature of this open access textbook is to provide a comprehensive introduction to the fundamental knowledge in embedded systems, with applications in cyber-physical systems and the Internet of things. It starts with an introduction to the field and a survey of specification models and languages for embedded and cyber-physical systems. It provides a brief overview of hardware devices used for such systems and presents the essentials of system software for embedded systems, including real-time operating systems. The author also discusses evaluation and validation techniques for embedded systems and provides an overview of techniques for mapping applications to execution platforms, including multi-core platforms. Embedded systems have to operate under tight constraints and, hence, the book also contains a selected set of optimization techniques, including software optimization techniques. The book closes with a brief survey on testing. This fourth edition has been updated and revised to reflect new trends and technologies, such as the importance of cyber-physical systems (CPS) and the Internet of things (IoT), the evolution of single-core processors to multi-core processors, and the increased importance of energy efficiency and thermal issues

Cyber-security for embedded systems: methodologies, techniques and tools

L'abstract è presente nell'allegato / the abstract is in the attachmen