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RMTI (RIP with Metric based Topology Investigation) wurde in der AG Rechnernetze an der Universität Koblenz-Landau entwickelt. RMTI stellt eine Erweiterung zum RIP (Routing Information Protocol) dar, die das Konvergenzverhalten bei Netzwerkveränderungen, insb. bei Routingschleifen, verbessern soll. Dies geschieht durch Erkennen von Routingschleifen und Reduzieren des Count-to-infinity Problems. Um dieses gewünschte Verhalten nachweisen zu können, bedarf eine reichhaltige Evaluierung des RMTI- Algorithmus. Hierzu wurde in der gleichen Arbeitsgruppe die Client-/Server-Applikation XTPeer entwickelt. In Kombination mit anderen Software wie VNUML und Quagga Routing Suite lässt sich per XT-Peer der Algorithmus evaluieren. Die Applikation XTPeer generiert durch die Simulationen Daten. Diese können in Form von XML konforme SDF-Dateien exportiert werden. Diese können ohne weitere Auswertungen wieder in die XTPeer Applikation importiert werden. Die Evaluierung der Simulationen findet automatisiert nur an der aktuellen Simulation statt. Evaluierung über mehrere Simulationen muss der Benutzer manuell berechnen. Um diese Evaluierungsarbeiten für den Benutzer zu vereinfachen, verfolgt die vorliegende Diplomarbeit daher das Ziel, die XTPeer Applikation mit einem Auswertungsmodul zu erweitern. Die Auswertungen soll sich über alle gespeicherten Simulationsdaten und nicht wie bisher nur über die aktuell laufende Simulation erstrecken. Dies ermöglicht bessere statistisch verwertbare Aussagen. Zusätzlich können diese Auswertungsergebnisse grafisch unterstrichen werden.
In this thesis a Java program is developed that can be used to visualize networks previously described in configuration files. These networks must consist of layer 2 switches and hosts only. After loading such a configuration file, the program will visualize the network, and the spanning tree algorithm IEEE 802.1D may be started. The program allows the user to modify specific attributes of switches and hosts. The hosts will be able to exchange messages. The switches are realized as threads so that they can run independently and parallel to each other. The absence of central coordination and control prevents the switches from sharing global knowledge. This characteristic renders the implementation closer to the way an actual network functions.
The process of pattern recognition is divided into several sub-steps where ultimately patterns on unknown data samples are expected to be detected and automatically labeled. Classiffers are most commonly used for this and are being trained on known test data samples. Many existing software applications provide tools for selected tasks in pattern recognition but not for all steps in the training phase. Therefore in this work a framework was developed which implements common tasks of image classiffcation systems as individual components. It is plugin aware, easily extensible and provides a graphical user interface.
The processing of data is often restricted by contractual and legal requirements for protecting privacy and IPRs. Policies provide means to control how and by whom data is processed. Conditions of policies may depend on the previous processing of the data. However, existing policy languages do not provide means to express such conditions. In this work we present a formal model and language allowing for specifying conditions based on the history of data processing. We base the model and language on XACML.
A network like the internet is a set of subnets that are connected to each other by a router. A router is a computer, containing multiple network devices to be connected to multiple subnets. So, it is able to forward packages from one subnet to another. A network can be represented as a graph with its routers as vertices and subnets as edges. This graph is called the topology of the network. A packet send to a host outside the own subnet usually will be send first to the so-called default router. This router (like any router) contains a table (the so-called forwarding table) with every subnet. Additionally for each net, the table contains the router through which the subnet can be reached best. So, the packet will be forwarded from router to router until it reaches the destination subnet. On this way every router looks up in its forwarding table for the best next router. A routing protocol takes care of the automatic exchange of informations between the routers to build the forwarding tables and keep them up to date. If the forwarding tables of all routers are up to date the network is called convergent. The time needed to build or update the routing tables is called the convergence time The RIP routing protocol is a well known and well explored distance vector protocol. But there are only few examinations about the convergence properties (e.g. the time needed to converge or the traffic volume produced by the routing messages). This work tries to examine a relationship between the topology properties of a network and the convergence properties of the rip routing protocol. Therefore, over 5000 single measurements were performed and statistically analyzed. Mathematical formulas have been derived from the results that are able to approximate the convergence properties of a network from its topology properties.
This thesis introduces fnnlib, a C++ library for recurrent neural network simulations that I developed between October 2009 and March 2010 at Osaka University's Graduate School of Engineering. After covering the theory behind recurrent neural networks, backpropagation through time, recurrent neural networks with parametric bias, continuous-time recurrent neural networks, and echo state networks, the design of the library is explained. All of the classes as well as their interrelationships are presented along with reasons as to why certain design decisions were made. Towards the end of the thesis, a small practical example is shown. Also, fnnlib is compared to other neural network libraries.
Mathematical modeling describes the processes being performed by people who try to solve real world problems mathematically or who try to solve mathematical word problems. The literature on mathematical modeling is based on the so-called modeling cycle (Blum, 2003), which consists of five substages, that describe the course of the problem-solving process. As a first step (Structuring), the problem situation is being understood by the modeler and the most crucial elements of the problem are identified. The modeler then translates those elements to a mathematical language (Mathematising), where they are now presented in the form of equations, numbers, operators and symbols, i.e. in the form of a mathematical model. In the third step (Solving), the model is used to come to a mathematical solution to the problem, which in the next step (Interpretation) is then re-translated into real-world information and gives an answer to the question that has been raised in the problem. The last step describes the Validation of the whole problem-solving process. If the modeler comes to the conclusion that his solution is wrong or not optimal, the modeling cycle starts from the beginning. The modeling cycle functions as a descriptive model of modeling processes, because it describes how modeling is carried out by students. On the other hand, it also functions as a normative model, because it makes prescriptions on how one should behave, when solving problems mathematically. However, there do not exist any empirical studies to prove neither the descriptive nor the normative character of the modeling cycle. This thesis shows, that the suitability as a descriptive model can only be affirmed with restrictions. Validation could not be observed in any of the subjects taking part in the first study and the sequence of the remaining four processes also diverged from the theoretically postulated order. A revised version of the modeling cycle as a recursive model is therefore proposed. In the second study, the suitability as a normative model was explored, by separately assessing the four processes Structuring, Mathematising, Solving and Interpretation with newly designed items. The four scales were validated with several criteria, one of them the ability to solve modeling tasks, which confirms the normative function of the modeling cycle. In order to help promote modeling competency in young learners, it is necessary to find ways for diagnosing modeling competency as early as at the end of primary school. By generating items for the four sub-competencies Structuring, Mathematising, Solving and Interpretation a basis has been founded to do this in an objective, reliabel and valid way.
The development of a pan-European public E-Procurement system is an important target of the European Union to enhance the efficiency, transparency and competitiveness of public procurement procedures conducted within the European single market. A great obstacle for cross-border electronic procurement is the heterogeneity of national procurement systems in terms of technical, organizational and legal differences. To overcome this obstacle the European Commission funds several initiatives that contribute to the aim of achieving interoperability for pan-European public procurement. Pan European Public Procurement OnLine (PEPPOL) is one of these initiatives that aims at piloting an interoperable pan-European E-Procurement solution to support businesses and public purchasing entities from different member states to conduct their procurement processes electronically.rnrnAs interoperability and inter-connection of distributed heterogeneous information systems are the major requirements in the European procurement domain, and the VCD sub-domain in particular, service-oriented architecture (SOA) seems to provide a promising approach to realize such an architecture, as it promotes loose coupling and interoperability. This master thesis therefore discusses the SOA approach and how its concepts, methodologies and technologies can be used for the development of interoperable IT systems for electronic public procurement. This discussion is enhanced through a practical application of the discussed SOA methodologies by conceptualizing and prototyping of a sub-system derived from the overall system domain of the Virtual Company Dossier. For that purpose, important aspects of interoperability and related standards and technologies will be examined and put into the context of public electronic procurement. Furthermore, the paradigm behind SOA will be discussed, including the derivation of a top-down development methodology for service-oriented systems.