Combining static analysis and profiling for estimating execution times

Effective static analyses have been proposed which infer bounds on the number of resolutions. These have the advantage of being independent from the platform on which the programs are executed and have been shown to be useful in a number of applications, such as granularity control in parallel execution. On the other hand, in distributed computation scenarios where platforms with different capabilities come into play, it is necessary to express costs in metrics that include the characteristics of the platform. In particular, it is specially interesting to be able to infer upper and lower bounds on actual execution times. With this objective in mind, we propose an approach which combines compile-time analysis for cost bounds with a one-time profiling of a given platform in order to determine the valúes of certain parameters for that platform. These parameters calibrate a cost model which, from then on, is able to compute statically time bound functions for procedures and to predict with a significant degree of accuracy the execution times of such procedures in that concrete platform. The approach has been implemented and integrated in the CiaoPP system.

Towards execution time estimation for logic programs via static analysis and profiling

Effective static analyses have been proposed which infer bounds on the number of resolutions or reductions. These have the advantage of being independent from the platform on which the programs are executed and have been shown to be useful in a number of applications, such as granularity control in parallel execution. On the other hand, in distributed computation scenarios where platforms with different capabilities come into play, it is necessary to express costs in metrics that include the characteristics of the platform. In particular, it is specially interesting to be able to infer upper and lower bounds on actual execution times. With this objective in mind, we propose an approach which combines compile-time analysis for cost bounds with a one-time profiling of the platform in order to determine the valúes of certain parameters for a given platform. These parameters calíbrate a cost model which, from then on, is able to compute statically time bound functions for procedures and to predict with a significant degree of accuracy the execution times of such procedures in the given platform. The approach has been implemented and integrated in the CiaoPP system.

Combining static analysis and profiling for estimating execution times in logic programs

Effective static analyses have been proposed which allow inferring functions which bound the number of resolutions or reductions. These have the advantage of being independent from the platform on which the programs are executed and such bounds have been shown useful in a number of applications, such as granularity control in parallel execution. On the other hand, in certain distributed computation scenarios where different platforms come into play, with each platform having different capabilities, it is more interesting to express costs in metrics that include the characteristics of the platform. In particular, it is specially interesting to be able to infer upper and lower bounds on actual execution time. With this objective in mind, we propose a method which allows inferring upper and lower bounds on the execution times of procedures of a program in a given execution platform. The approach combines compile-time cost bounds analysis with a one-time profiling of the platform in order to determine the values of certain constants for that platform. These constants calibrate a cost model which from then on is able to compute statically time bound functions for procedures and to predict with a significant degree of accuracy the execution times of such procedures in the given platform. The approach has been implemented and integrated in the CiaoPP system.

Modelling of chloride penetration into non-saturated concrete: Case study application for real marine off shore structures

The aim of this paper is to explain the chloride concentration profiles obtained experimentally from control samples of an offshore platform after 25 years of service life. The platform is located 12 km off the coast of the Brazilian province Rio Grande do Norte, in the north-east of Brazil. The samples were extracted at different orientations and heights above mean sea level. A simple model based on Fick’s second law is considered and compared with a finite element model which takes into account transport of chloride ions by diffusion and convection. Results show that convective flows significantly affect the studied chloride penetrations. The convection velocity is obtained by fitting the finite element solution to the experimental data and seems to be directly proportional to the height above mean sea level and also seems to depend on the orientation of the face of the platform. This work shows that considering solely diffusion as transport mechanism does not allow a good prediction of the chloride profiles. Accounting for capillary suction due to moisture gradients permits a better interpretation of the material’s behaviour.

Stoichiometry in Context: Inquiry-Guided Problems of Chemistry for Encouraging Critical Thinking in Engineering Students

This paper focuses on examples of educational tools concerning the learning of chemistry for engineering students through different daily life cases. These tools were developed during the past few years for enhancing the active role of students. They refer to cases about mineral water, medicaments, dentifrices and informative panels about solar power, where an adequate quantitative treatment through stoichiometry calculations allows the interpretation of data and values announced by manufacturers. These cases were developed in the context of an inquiry-guided instruction model. By bringing tangible chemistry examples into the classroom we provide an opportunity for engineering students to apply this science to familiar products in hopes that they will appreciate chemistry more, will be motivated to study concepts in greater detail, and will connect the relevance of chemistry to everyday life.

Modelling of chloride penetration into non-saturated concrete: case study application for real marine offshore structures

The aim of this paper is to explain the chloride concentration profiles obtained experimentally from control samples of an offshore platform after 25 years of service life. The platform is located 12 km off the coast of the Brazilian province Rio Grande do Norte, in the north-east of Brazil. The samples were extracted at different orientations and heights above mean sea level. A simple model based on Fick’s second law is considered and compared with a finite element model which takes into account transport of chloride ions by diffusion and convection. Results show that convective flows significantly affect the studied chloride penetrations. The convection velocity is obtained by fitting the finite element solution to the experimental data and seems to be directly proportional to the height above mean sea level and also seems to depend on the orientation of the face of the platform. This work shows that considering solely diffusion as transport mechanism does not allow a good prediction of the chloride profiles. Accounting for capillary suction due to moisture gradients permits a better interpretation of the material’s behaviour

La representación de la arquitectura moderna : la villa Stein-de Monzie en "L'Oeuvre Complète" de Le Corbusier y Pierre Jeanneret : influencia de la visión cinematográfica

Esta tesis doctoral trata de investigar cuánto hubo de presencia del cine en el pensamiento de Le Corbusier y Pierre Jeanneret, a la hora de acometer la publicación y maquetación de las páginas dedicadas a la Villa Stein-de Monzie en Garches, en “Le Corbusier et Pierre Jeanneret. Oeuvre Complète 1910-1929”. Qué mecanismos cinematográficos pusieron en juego, cuando montaban las páginas de L´Oeuvre Complète. Más que encontrar elementos cinematográficos utilizados de manera directa; el objetivo de esta tesis es profundizar en los mecanismos, procedimientos, sistemas de generación de ideas a lo largo del proceso de proyecto; en las maneras de percibir y experimentar los espacios, o de observar las formas. El armazón lo compone por lo tanto el análisis del modo en que Le Corbusier representa la villa en L´Oeuvre Complète, sus intenciones y la función pedagógica de este modo de representar; así como sus diferencias con respecto a lo realmente construido. Una realidad elaborada sobre un tablero; maquetando su representación, eligiendo los fragmentos, y componiendo las láminas (cercana a la de un director de cine). La justificación del objeto a estudiar se plantea en el primer capítulo: L´Oeuvre Complète (1937), la reedición en francés, alemán e inglés de la primera edición en alemán, Ihr Gesamtes Werk (1929).Se establecen las intenciones de Le Corbusier de que se convierta en un modelo de Tratado de Arquitectura Moderna, eminentemente visual. Se estudian los mecanismos formales y geométricos de composición del libro, y el modo en el que L´Oeuvre Complète debe ser leída. El desarrollo de los siguientes capítulos (del 2 al 9) recoge el método principal de investigación de esta tesis, basado en una lectura longitudinal, crítica y sistemática, a partir de la observación atenta de la representación de la villa Stein-de Monzie en Garches, en las páginas nº 140 a 149 de L´Oeuvre Complète. Se efectúa mediante un desarrollo lineal y secuenciado, como si de un guión cinematográfico se tratara. Cada capítulo describe y analiza cada uno de los diferentes fragmentos, permitiendo al mismo tiempo enlazar temas de interés que ayudan a comprender aspectos de la villa de Garches, de su concepción en la intensa labor de proyecto (con numerosas variantes y propuestas), e incluso de su aparición en el cine. Además, la tesis arroja luz sobre unos documentos bastante desconocidos: las láminas de la colección del Museo Cooper-Hewitt de nueva York, para la villa de Garches. El análisis de la presentación de la villa de Garches en L´Oeuvre Complète, constata que para Le Corbusier, el fragmento, per se, ha de ser perfecto, produciendo la máxima emoción. Como un prestidigitador, Le Corbusier los manipula, o le niega información al espectador mediante el uso de la elipsis en el relato. Los textos concatenan las imágenes, soportan el hilo de la narración. Los bocetos quieren siempre seducir al espectador: son dibujos que rezuman vitalidad, con una técnica muy cercana a la ligne claire del cómic. Las plantas son un laboratorio para demostrar su jerarquía y su libertad de composición; eliminando elementos, distorsionando la valoración de líneas y apareciendo algún elemento no ejecutado. Los alzados, esquemáticos y abstractos, demuestran el control de la geometría para garantizar la emoción. Las fotografías son controladas en su fase de captura (elección del punto de vista, cuidada puesta en escena de los objetos, composición con la luz, uso de las sombras para la aparición del fuera de campo); pero también en la fase de postproducción y edición, donde son cortadas, alisadas superficies, borrando o dibujando elementos sobre ellas. El montaje compone asimismo una representación dinámica, fragmentada y múltiple de la villa. Como sucede en el cine, los fragmentos sólo encuentran su razón de ser una vez son re-creados y montados en la cabeza del espectador. La falta de raccord es un mecanismo buscado por Le Corbusier, trasladando a la representación una de las primordiales características de la villa de Garches: su permanente dualidad simultánea. Todos estos mecanismos son desplegados por Le Corbusier, para ofrecer una versión idealizada de la villa, que recoja todas las virtudes de los distintos proyectos e incorpore el factor tiempo. ABSTRACT This doctoral thesis tries to investigate how much the cinema affected Le Corbusier and Pierre Jeanneret´s thoughts, at the moment of undertaking the publication and layout of the pages dedicated to the villa Stein-de Monzie in Garches, in the book “Le Corbusier et Pierre Jeanneret. Oeuvre Complète 1910-1929”. Which cinematographic mechanisms they brought into play, when they were mounting those pages. Instead of finding cinematographic elements, used directly; the aim of this thesis is to go deeply into the mechanisms, methods, systems of generation of ideas along the project process; into the ways of seeing and feeling the spaces, or of watching the forms. The body is composed therefore by the analysis of the way in which Le Corbusier represents the villa in L'Oeuvre Complète, his intentions and the pedagogic function of that way of representation; as well as its differences with the real built villa. One reality elaborated on a board; laying out its representation, choosing the fragments, and composing the sheets (near to the work of a director of cinema). The justification of the object to studying appears in the first chapter: L'Oeuvre Complète (1937), the reissue in French, German and English of the first edition in German, Ihr Gesamtes Werk (1929). This chapter shows the intentions of Le Corbusier of turning the book into a model of modern architecture, highly visual. The formal and geometric mechanisms of composition of the book are studied, and the way in which L'Oeuvre Complète must be read. The development of the following chapters (from 2 to 9) gathers the principal method of investigation of this thesis, based on a longitudinal, critical and systematic reading; from the watching of the representation of the villa Stein-de Monzie in Garches, in the pages nr. 140 to 149 of L'Oeuvre Complète. It is carried out by a linear and sequenced development, as a cinematographic script. Every chapter describes and analyzes each of the different fragments, allowing at the same time to connect interesting issues that help to understand aspects of the villa in Garches, of its conception in the intense project process (with numerous variants and designs), and even of its appearance in films. Also, the thesis throws light on some unknown documents: the sheets of the collection of the Museum Cooper-Hewitt in New York, for the villa in Garches. The analysis of the presentation of the villa in Garches in L'Oeuvre Complète, proves that for Le Corbusier, the fragment, itself, has to be perfect, getting the maximum emotion. As a prestidigitator, Le Corbusier manipulates them, or denies information to the spectator by means of the use of the ellipsis in the story. The texts concatenate the images, support the thread of the story. The sketches always attempt to seduce the spectator: they are drawings that leak vitality, with lines very near to the ligne claire of the cómic. The plans are a laboratory to demonstrate their hierarchy and their freedom of composition; deleting elements, distorting the thickness of lines and showing some not executed elements. The elevations, schematic and abstract, shows the control of the geometry to guarantee the emotion in architecture. The pictures are controlled in their instant of capture (choice of the point of view, elegant mise-en-scène of the objects, composition with light, use of the shadows for the appearance of out of vision); but also in the postproduction and edition time, when surfaces are cut, smoothing, erasing or drawing elements in them. The montage composes in the same way a dynamic, fragmented and multiple representation of the villa. As in the films, the fragments only find their raison d'être once they have been re-created and mounted into the mind of the viewer. The continuity error is a mechanism allowed by Le Corbusier, transfering to the representation in the book one of the basic characteristics of the villa in Garches: its constant simultaneous duality. All these methods are displayed by Le Corbusier, to offer an idealized version of the villa, which gathers all the virtues of the different projects, and incorporates the time factor.

Coastal Urban Flood Resislience versus Climate Change

Processes of founding and expanding cities in coastal areas have undergone great changes over time driven by environmental conditions. Coastal settlements looked for places above flood levels and away from swamps and other wetlands whenever possible. As populations grew, cities were extending trying to avoid low and wet lands. No city has been able to limit its growth. The risk of flooding can never be eliminated, but only reduced to the extent possible. Flooding of coastal areas is today dramatically attributed to eustasic sea level rise caused by global climate change. This can be inaccurate. Current climate change is generating an average sea level upward trend, but other regional and local factors result in this trend being accentuated in some places or attenuated, and even reversed, in others. Then, the intensity and frequency of coastal flooding around the planet, although not so much as a unique result of this general eustasic elevation, but rather of the superposition of marine and crustal dynamic elements, the former also climate-related, which give rise to a temporary raising in average sea level in the short term. Since the Little Ice Age the planet has been suffering a global warming change leading to sea level rise. The idea of being too obeying to anthropogenic factors may be attributed to Arrhenius (1896), though it is of much later highlight after the sixties of the last century. Never before, the human factor had been able of such an influence on climate. However, other types of changes in sea levels became apparent, resulting from vertical movements of the crust, modifications of sea basins due to continents fracturing, drifting and coming together, or to different types of climate patterns. Coastal zones are then doubly susceptible to floods. Precipitation immediately triggers pluvial flooding. If it continues upland or when snow and glaciers melt eventually fluvial flooding can occur. The urban development presence represents modifying factors. Additional interference is caused by river and waste water drainage systems. Climate also influences sea levels in coastal areas, where tides as well as the structure and dynamic of the geoid and its crust come into play. From the sea, waters can flood and break or push back berms and other coastline borders. The sea level, controlling the mouth of the main channel of the basin's drainage system, is ultimately what governs flood levels. A temporary rise in sea level acts as a dam at the mouth. Even in absence of that global change, so, floods are likely going to increase in many urban coastal areas. Some kind of innovative methodologies and practices should be needed to get more flood resilience cities

Tranversal motion and flow structure of fully nonlinear streaks in a laminar boundary layer

Typical streak computations present in the literature correspond to linear streaks or to small amplitude nonlinear streaks computed using DNS or nonlinear PSE. We use the Reduced Navier-Stokes (RNS) equations to compute the streamwise evolution of fully non-linear streaks with high amplitude in a laminar flat plate boundary layer. The RNS formulation provides Reynolds number independent solutions that are asymptotically exact in the limit $Re \gg 1$, it requires much less computational effort than DNS, and it does not have the consistency and convergence problems of the PSE. We present various streak computations to show that the flow configuration changes substantially when the amplitude of the streaks grows and the nonlinear effects come into play. The transversal motion (in the wall normal-streamwise plane) becomes more important and strongly distorts the streamwise velocity profiles, that end up being quite different from those of the linear case. We analyze in detail the resulting flow patterns for the nonlinearly saturated streaks and compare them with available experimental results.

PHI-24 fps-55 : del espacio fílmico al espacio protofílmico : del espacio arquetípico al espacio fenomenológico : una propuesta pedagógica

Este trabajo constituye una propuesta didáctica para incluir en los procesos de enseñanza de la arquitectura y del dibujo y la teoría del proyecto arquitectónico en la Facultad de Arquitectura de la Universidad de la República del Uruguay. Se parte de la afirmación ya demostrada de que el cine de ficción resulta un medio adecuado y complementario de otros procedimientos para enseñar y estudiar arquitectura. El trabajo establece una ejercitación alternativa a las tradicionales basada en el método de la comparación que permite establecer relaciones entre diferentes realidades: entre la realidad y la ficción o entre diferentes mundos de ficción. Si se hace referencia concreta a la ejercitación desarrollada en los cursos de proyecto y dibujo arquitectónicos de la Facultad de Arquitectura, no es novedad que las prácticas del dibujo de observación directa del objeto real o mediatizado –croquis de observación directa y restitución (pasaje de un sistema de representación codificada a otro) – o del manejo de referentes paradigmáticos durante los procesos creativos, se basan todas en la comparación entre dos cosas. Toda comparación nos induce a fijar la atención en dos o más objetos para descubrir sus relaciones y estimar sus semejanzas lo que nos permite conocer con mayor precisión sus atributos. El ejercicio de ideación de un objeto –propio del proceso proyectual– se sustenta en el cotejo sucesivo y alternativo de la observación del objeto imaginado y de su representación gráfica progresiva. En ese proceso son puestos en juego mecanismos que activan y relacionan nuestras sensaciones con nuestra memoria inconsciente y con redes de conceptos adquiridos a través de la enseñanza y la reflexión. Por un lado, este trabajo busca –mediante el planteo de hipótesis– poner en juego diferentes recursos de análisis de filmes para su debida demostración y, al extraer conclusiones, aportar al conocimiento científico sobre un tema. Por otra parte procura mostrar un camino alternativo para el manejo del recurso cine en los procesos de enseñanza del estudiante de arquitectura. Un camino que estructure diferentes procedimientos de análisis –que por sí mismos implican un ejercicio de la percepción y de la sensibilización– para verificar los contenidos y el alcance de las hipótesis planteadas. This work emerges from a reflection based on the capacity of the cinematographic resource in architecture teaching. The proposal consists in alternative exercises different from the traditional ones, specially designed for architecture students. The exercises handle the potential value of the cinema, especially fictional film or narrative film, as a tool for developing our perception and reflection, thus stimulating the rational and emotional aspects of each person. It is based on the comparative method which allows the establishment of relations among different realities: between fiction and reality and between different fiction worlds. It has been structured into three modules of increasing difficulty. Each one initiates its discourse with a hypothesis formulation which must be demonstrated and triggers a research process where the student’s knowledge, reasoning and ability to evaluate are put into play through a set of exercises. These involve the graphic survey of film spaces, cinematic languages and significance perception systems in order to detect archetypical architectural spaces common to different films. In this particular case, the proposal is addressed to the analysis of interior domestic spaces and its furnishings.

Nonlinear description of transversal motion in a laminar boundary layer with streaks

The nonlinear streamwise growth of a spanwise periodic array of steady streaks in a flat plate boundary layer is numerically computed using the well known Reduced Navier-Stokes formulation. It is found that the flow configuration changes substantially when the amplitude of the streaks grows and the nonlinear effects come into play. The transversal motion (in the wall normal-spanwise plane), which is normally not considered, becomes non-negligible in the nonlinear regime, and it strongly distorts the streamwise velocity profiles, which end up being quite different from those predicted by the linear theory. We analyze in detail the resulting flow patterns for the nonlinearly saturated streaks, and compare them with available experimental results.

Advances in neutronics and radiological protection of HiPER 4a

The HiPER project, phase 4a, is evolving. In this study we present the progress made in the field of neutronics and radiological protection for an integrated design of the facility. In the current model, we take into account the optical systems inside the target bay, as well as the remote handling requirements and related infrastructure, together with different shields. The last reference irradiation scenario, consisting of 20 MJ of neutron yields, 5 yields per burst, one burst every week and 30 years of expected lifetime is considered for this study. We have performed a characterization of the dose rates behavior in the facility, both during operation and between bursts. The dose rates are computed for workers, regarding to maintenance and handling, and also for optical systems, regarding to damage. Furthermore, we have performed a waste management assessment of all the components inside the target bay. Results indicate that remote maintenance is mandatory in some areas. The small beam penetrations in the shields are responsible for some high doses in some specific locations. With regards to optics, the residual doses are as high as prompt doses. It is found that the whole target bay may be fully managed as a waste in 30 years by recycling and/or clearance, with no need for burial.

Nonlinear description of transversal motion in a laminar boundary layer with streaks

The nonlinear streamwise growth of a spanwise periodic array of steady streaks in a flat plate boundary layer is numerically computed using the well known Reduced Navier- Stokes formulation. It is found that the flow configuration changes substantially when the amplitude of the streaks grows and the nonlinear effects come into play. The transversal motion (in the wall normal-spanwise plane), which is normally not considered, becomes non-negligible in the nonlinear regime, and it strongly distorts the streamwise velocity profiles, which end up being quite different from those predicted by the linear theory. We analyze in detail the resulting flow patterns for the nonlinearly saturated streaks, and compare them with available experimental results.

Metodología de diseño de estudios de grabación y aplicación a caso práctico

Este trabajo pretende realizar un resumen del estado del arte del diseño de estudios de grabación sonora desde el punto de vista de las soluciones acústicas a aplicar para la obtención de un entorno acústico profesional. Para ello, se ha realizado un amplio trabajo bibliográfico estudiando los principales libros de diseño de estudios de grabación sonora existentes en inglés y procurando rescatar de ellos los aspectos más importantes. Además, tras el estudio teórico de todos los aspectos que entran en juego en este complejo mundo, se ha propuesto una solución para un recinto existente en el cual se llevará a cabo la construcción de dicho diseño. SUMMARY This paper seeks to make a summary of the state-of-the-art in the design of sound recording studios from the point of view of applying acoustic solution for obtaining a professional acoustic environment. To do this, we have done extensive work studying literature major design books about Sound Recording Studios in English and then tried to use the most important aspects from then. Furthermore, following the study of the theoretical aspects that come into play in this complex field, it was proposed a solution to an existing enclosure in which will be held the construction of such design.

Architectures for Video-on-Demand content distribution in managed networks

La demanda de contenidos de vídeo ha aumentado rápidamente en los últimos años como resultado del gran despliegue de la TV sobre IP (IPTV) y la variedad de servicios ofrecidos por los operadores de red. Uno de los servicios que se ha vuelto especialmente atractivo para los clientes es el vídeo bajo demanda (VoD) en tiempo real, ya que ofrece una transmisión (streaming) inmediata de gran variedad de contenidos de vídeo. El precio que los operadores tienen que pagar por este servicio es el aumento del tráfico en las redes, que están cada vez más congestionadas debido a la mayor demanda de contenidos de VoD y al aumento de la calidad de los propios contenidos de vídeo. Así, uno de los principales objetivos de esta tesis es encontrar soluciones que reduzcan el tráfico en el núcleo de la red, manteniendo la calidad del servicio en el nivel adecuado y reduciendo el coste del tráfico. La tesis propone un sistema jerárquico de servidores de streaming en el que se ejecuta un algoritmo para la ubicación óptima de los contenidos de acuerdo con el comportamiento de los usuarios y el estado de la red. Debido a que cualquier algoritmo óptimo de distribución de contenidos alcanza un límite en el que no se puede llegar a nuevas mejoras, la inclusión de los propios clientes del servicio (los peers) en el proceso de streaming puede reducir aún más el tráfico de red. Este proceso se logra aprovechando el control que el operador tiene en las redes de gestión privada sobre los equipos receptores (Set-Top Box) ubicados en las instalaciones de los clientes. El operador se reserva cierta capacidad de almacenamiento y streaming de los peers para almacenar los contenidos de vídeo y para transmitirlos a otros clientes con el fin de aliviar a los servidores de streaming. Debido a la incapacidad de los peers para sustituir completamente a los servidores de streaming, la tesis propone un sistema de streaming asistido por peers. Algunas de las cuestiones importantes que se abordan en la tesis son saber cómo los parámetros del sistema y las distintas distribuciones de los contenidos de vídeo en los peers afectan al rendimiento general del sistema. Para dar respuesta a estas preguntas, la tesis propone un modelo estocástico preciso y flexible que tiene en cuenta parámetros como las capacidades de enlace de subida y de almacenamiento de los peers, el número de peers, el tamaño de la biblioteca de contenidos de vídeo, el tamaño de los contenidos y el esquema de distribución de contenidos para estimar los beneficios del streaming asistido por los peers. El trabajo también propone una versión extendida del modelo matemático mediante la inclusión de la probabilidad de fallo de los peers y su tiempo de recuperación en el conjunto de parámetros del modelo. Estos modelos se utilizan como una herramienta para la realización de exhaustivos análisis del sistema de streaming de VoD asistido por los peers para la amplia gama de parámetros definidos en los modelos. Abstract The demand of video contents has rapidly increased in the past years as a result of the wide deployment of IPTV and the variety of services offered by the network operators. One of the services that has especially become attractive to the customers is real-time Video on Demand (VoD) because it offers an immediate streaming of a large variety of video contents. The price that the operators have to pay for this convenience is the increased traffic in the networks, which are becoming more congested due to the higher demand for VoD contents and the increased quality of the videos. Therefore, one of the main objectives of this thesis is finding solutions that would reduce the traffic in the core of the network, keeping the quality of service on satisfactory level and reducing the traffic cost. The thesis proposes a system of hierarchical structure of streaming servers that runs an algorithm for optimal placement of the contents according to the users’ behavior and the state of the network. Since any algorithm for optimal content distribution reaches a limit upon which no further improvements can be made, including service customers themselves (the peers) in the streaming process can further reduce the network traffic. This process is achieved by taking advantage of the control that the operator has in the privately managed networks over the Set-Top Boxes placed at the clients’ premises. The operator reserves certain storage and streaming capacity on the peers to store the video contents and to stream them to the other clients in order to alleviate the streaming servers. Because of the inability of the peers to completely substitute the streaming servers, the thesis proposes a system for peer-assisted streaming. Some of the important questions addressed in the thesis are how the system parameters and the various distributions of the video contents on the peers would impact the overall system performance. In order to give answers to these questions, the thesis proposes a precise and flexible stochastic model that takes into consideration parameters like uplink and storage capacity of the peers, number of peers, size of the video content library, size of contents and content distribution scheme to estimate the benefits of the peer-assisted streaming. The work also proposes an extended version of the mathematical model by including the failure probability of the peers and their recovery time in the set of parameters. These models are used as tools for conducting thorough analyses of the peer-assisted system for VoD streaming for the wide range of defined parameters.