1,065 research outputs found

    Survey of Routing Algorithms for Computer Networks

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    This thesis gives a general discussion of routing for computer networks, followed by an overview of a number of typical routing algorithms used or reported in the past few years. Attention is mainly focused on distributed adaptive routing algorithms for packet switching (or message switching) networks. Algorithms for major commercial networks (or network architectures) are reviewed as well, for the convenience of comparison

    Protection and restoration algorithms for WDM optical networks

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    Currently, Wavelength Division Multiplexing (WDM) optical networks play a major role in supporting the outbreak in demand for high bandwidth networks driven by the Internet. It can be a catastrophe to millions of users if a single optical fiber is somehow cut off from the network, and there is no protection in the design of the logical topology for a restorative mechanism. Many protection and restoration algorithms are needed to prevent, reroute, and/or reconfigure the network from damages in such a situation. In the past few years, many works dealing with these issues have been reported. Those algorithms can be implemented in many ways with several different objective functions such as a minimization of protection path lengths, a minimization of restoration times, a maximization of restored bandwidths, etc. This thesis investigates, analyzes and compares the algorithms that are mainly aimed to guarantee or maximize the amount of remaining bandwidth still working over a damaged network. The parameters considered in this thesis are the routing computation and implementation mechanism, routing characteristics, recovering computation timing, network capacity assignment, and implementing layer. Performance analysis in terms of the restoration efficiency, the hop length, the percentage of bandwidth guaranteed, the network capacity utilization, and the blocking probability is conducted and evaluated

    Intelligent Routing for Software-Defined Media Networks

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    The multimedia market is an industry with an ever-growing demand coupled with strict requirements. Be it in live streaming services or file content broadcast, multimedia providers need to deliver the best possible quality in order to meet their costumer’s requirements and gain or keep their trust. Multimedia traffic has a high impact on networks and, due to its nature, is sensitive to congestion or hardware failure. Thus, it is frequently that multimedia providers resort to third-party software to monitor quality parameters. Skyline Communications’ DataMinerÂź offers network monitoring, orchestrating and automation capabilities across a broad range of applications and environments. These features are enabled by the emergence of Software-Defined Networking (SDN) which provides a global view of networks and the ability to change network properties through software applications. This contrasts with traditional networks which are rigid, static and difficult to scale-up. An application that greatly benefits from the global network view of SDN is routing optimization. Through routing optimization, a network can effectively deliver more traffic by efficiently balancing load across the different links and paths between end points of a service, reaching an increased performance in data transport. This dissertation comes to light with the goal of optimizing DataMiner’s routing mechanism by exploring the routing optimization possibilities enabled by its SDN-like architecture. Both link cost optimization-based and Machine Learning (ML) approaches are evaluated as possible solutions to Skyline’s problem and several experiments were conducted to compare them and understand their impact on network performance while transporting multimedia streams.O mercado audiovisual Ă© uma indĂșstria onde a procura estĂĄ em constante crescimento, bem como a exigĂȘncia. Tanto durante transmissĂ”es ao vivo como de conteĂșdo multimĂ©dia prĂ©-gravado, os provedores de multimĂ©dia necessitam de garantir a melhor qualidade possĂ­vel para corresponderem aos requisitos dos seus clientes e conquistarem ou manterem a sua confiança nos seus serviços. O trĂĄfego multimĂ©dia tem um forte impacto nas redes que o transportam e, graças Ă  sua natureza, Ă© bastante sensĂ­vel a congestĂŁo ou a falhas de equipamento. Por este motivo, Ă© frequente os provedores de multimĂ©dia recorrerem a aplicaçÔes externas para monitorização de parĂąmetros de qualidade. O DataMinerÂź, desenvolvido pela Skyline Communications, oferece a capacidade de monitorizar e orquestrar redes de transporte de multimĂ©dia bem como de automatizar as suas funcionalidades num vasto conjunto de enquadramentos e ambientes. Tais funcionalidades sĂŁo oferecidas pelo aparecimento de SDN que permite que se tenha uma visĂŁo global de uma rede e que se altere de forma flexĂ­vel as suas definiçÔes atravĂ©s de aplicaçÔes. As caracterĂ­sticas de redes deste tipo contrastam fortemente com as redes tradicionais marcadas pela sua rigidez, estaticidade e dificuldade de expansĂŁo. Uma ĂĄrea que beneficia bastante com a visĂŁo global de redes oferecida pela tecnologia de SDN Ă© a otimização do transporte de dados. Desta forma, uma rede consegue transportar mais dados de forma eficiente atravĂ©s do balanceamento da carga a que Ă© submetida pelas diferentes ligaçÔes entre elementos e caminhos que conectam pontos de entrada e saĂ­da da mesma, atingindo altos nĂ­veis de desempenho. A presente dissertação surge da intenção da Skyline de otimizar o seu algoritmo de encaminhamento atravĂ©s da exploração de mĂ©todos alternativos introduzidos pela tecnologia de SDN. Tanto mĂ©todos baseados em otimização do custo de ligaçÔes da rede como em aprendizagem automĂĄtica sĂŁo avaliados como possĂ­veis soluçÔes para o problema proposto e diversas simulaçÔes sĂŁo conduzidas para as comparar e averiguar o seu impacto no desempenho de redes de transporte de dados multimĂ©dia

    Optimization in Telecommunication Networks

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    Network design and network synthesis have been the classical optimization problems intelecommunication for a long time. In the recent past, there have been many technologicaldevelopments such as digitization of information, optical networks, internet, and wirelessnetworks. These developments have led to a series of new optimization problems. Thismanuscript gives an overview of the developments in solving both classical and moderntelecom optimization problems.We start with a short historical overview of the technological developments. Then,the classical (still actual) network design and synthesis problems are described with anemphasis on the latest developments on modelling and solving them. Classical results suchas Menger’s disjoint paths theorem, and Ford-Fulkerson’s max-flow-min-cut theorem, butalso Gomory-Hu trees and the Okamura-Seymour cut-condition, will be related to themodels described. Finally, we describe recent optimization problems such as routing andwavelength assignment, and grooming in optical networks.operations research and management science;

    Analysis of adaptive algorithms for an integrated communication network

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    Techniques were examined that trade communication bandwidth for decreased transmission delays. When the network is lightly used, these schemes attempt to use additional network resources to decrease communication delays. As the network utilization rises, the schemes degrade gracefully, still providing service but with minimal use of the network. Because the schemes use a combination of circuit and packet switching, they should respond to variations in the types and amounts of network traffic. Also, a combination of circuit and packet switching to support the widely varying traffic demands imposed on an integrated network was investigated. The packet switched component is best suited to bursty traffic where some delays in delivery are acceptable. The circuit switched component is reserved for traffic that must meet real time constraints. Selected packet routing algorithms that might be used in an integrated network were simulated. An integrated traffic places widely varying workload demands on a network. Adaptive algorithms were identified, ones that respond to both the transient and evolutionary changes that arise in integrated networks. A new algorithm was developed, hybrid weighted routing, that adapts to workload changes

    Adaptive laser link reconfiguration using constraint propagation

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    This paper describes Harris AI research performed on the Adaptive Link Reconfiguration (ALR) study for Rome Lab, and focuses on the application of constraint propagation to the problem of link reconfiguration for the proposed space based Strategic Defense System (SDS) Brilliant Pebbles (BP) communications system. According to the concept of operations at the time of the study, laser communications will exist between BP's and to ground entry points. Long-term links typical of RF transmission will not exist. This study addressed an initial implementation of BP's based on the Global Protection Against Limited Strikes (GPALS) SDI mission. The number of satellites and rings studied was representative of this problem. An orbital dynamics program was used to generate line-of-site data for the modeled architecture. This was input into a discrete event simulation implemented in the Harris developed COnstraint Propagation Expert System (COPES) Shell, developed initially on the Rome Lab BM/C3 study. Using a model of the network and several heuristics, the COPES shell was used to develop the Heuristic Adaptive Link Ordering (HALO) Algorithm to rank and order potential laser links according to probability of communication. A reduced set of links based on this ranking would then be used by a routing algorithm to select the next hop. This paper includes an overview of Constraint Propagation as an Artificial Intelligence technique and its embodiment in the COPES shell. It describes the design and implementation of both the simulation of the GPALS BP network and the HALO algorithm in COPES. This is described using a 59 Data Flow Diagram, State Transition Diagrams, and Structured English PDL. It describes a laser communications model and the heuristics involved in rank-ordering the potential communication links. The generation of simulation data is described along with its interface via COPES to the Harris developed View Net graphical tool for visual analysis of communications networks. Conclusions are presented, including a graphical analysis of results depicting the ordered set of links versus the set of all possible links based on the computed Bit Error Rate (BER). Finally, future research is discussed which includes enhancements to the HALO algorithm, network simulation, and the addition of an intelligent routing algorithm for BP

    Examining different approaches to mapping internet infrastructure

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