Hardwarearchitekturen im Kontext von Eingebetteten Systemen werden immer komplexer und bewegen sich zukünftig immer häufiger in Richtung von Multi- oder Manycore-Systemen. Damit diese Systeme ihre optimale Leistungsfähigkeit – für die oftmals speziellen Aufgaben im Kontext von Eingebetteten Systemen – ausspielen können, beschäftigen sich ganze Forschungszweige mit der anwendungsspezifischen Maßschneiderung dieser Systeme. Insbesondere die Popularität von Hardwarebeschreibungssprachen trägt da...

Developing optimizing source-level transformations, consists of numerous non-trivial subtasks. Besides identifying actual optimization goals within a particular target-platform and compiler setup, the actual implementation is a tedious, error-prone and often recurring work. Providing appropriate support for this development work is a challenging task. Defining and implementing a well-suited target-platform description which can be used by a wide set of optimization techniques while being prec...

Real-time systems are designed for applications in which response time is critical. As timing is a major property of such systems, proving timing correctness is of utter importance. To achieve this, a two-fold approach of timing analysis is traditionally involved: (i) worst-case execution time (WCET) analysis, which computes an upper bound on the execution time of a single job of a task running in isolation; and (ii) schedulability analysis using the WCET as the input, which determines whethe...

Most stochastic shortest path problems include an assumption of independent weights at edges. For many practical problems, however, this assumption is often violated indicating an increased number of applications with stochastic graphs where edge weights follow a distribution that has a possible correlation with weights at adjacent edges. Real-world information in conjunction with existing dependencies in networks can significantly contribute to the computation of the optimal solution to st...

Modern computer devices exhibit transient hardware faults that disturb the electrical behavior but do not cause permanent physical damage to the devices. Transient faults are caused by a multitude of sources, such as fluctuation of the supply voltage, electromagnetic interference, and radiation from the natural environment. Therefore, dependable computer systems must incorporate methods of fault tolerance to cope with transient faults. Software-implemented fault tolerance represents a promisi...

Embedded systems, such as mobile phones, integrate more and more features, e.g. multiple cameras, GPS sensors and many other sensors and actuators. These kind of embedded systems are dealing with increasing complexity due to demands on performance and constraints in energy consumption. The performance on such systems can be increased by executing application tasks in parallel. To achieve this, multiprocessor systems-on-chip (MPSoC) devices were introduced. On the other side, the energy consum...

This work presents a method for a computer vision-based detection of biological viruses in PAMONO sensor images and, related to this, methods to explore cyber-physical systems such as those consisting of the PAMONO sensor, the detection software, and processing hardware. The focus is especially on an exploration of Graphics Processing Units (GPU) hardware for “General-Purpose computing on Graphics Processing Units” (GPGPU) software and the targeted systems are high performance servers, deskto...

Nowadays, large amounts of data are automatically generated by devices and sensors. They measure, for instance, parameters of production processes, environmental conditions of transported goods, energy consumption of smart homes, traffic volume, air pollution and water consumption, or pulse and blood pressure of individuals. The collection and transmission of data is enabled by electronics, software, sensors and network connectivity embedded into physical objects. The objects and infrastructu...

Das visuelle System des Menschen ist in der Lage, komplexe Aufgaben, wie beispielsweise das Erkennen von Objekten und Personen, problemlos zu bewältigen. Mit dem Begriff Computer-Vision wird ein Forschungsgebiet bezeichnet, bei der die Fragestellung im Vordergrund steht, wie eine vergleichbare Leistungsfähigkeit in technischen Systemen erreicht werden kann. In dieser Dissertation wird diesbezüglich das Prinzip der visuellen Aufmerksamkeit betrachtet, dass einen wichtigen Aspekt des menschlich...

Recommender systems are software tools to tackle the problem of information overload by helping users to find items that are most relevant for them within an often unmanageable set of choices. To create these personalized recommendations for a user, the algorithmic task of a recommender system is usually to quantify the user's interest in each item by predicting a relevance score, e.g., from the user's current situation or personal preferences in the past. Nowadays, recommender systems are us...

This thesis concentrates on Data Mining in Corpus Linguistic. We show the use of modern Data Mining by developing efficient and effective methods for research and teaching in Corpus Linguistics in the fields of lexicography and semantics. Modern language resources as they are provided by Common Language Resources and Technology Infrastructure (http://clarin.eu) offer a large number of heterogeneous information resources of written language. Besides large text corpora, additional information a...