Load Modelling and Generation in IP-based Networks

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Andrey Kolesnikov proposes an interesting unified approach and corresponding tools for modelling and effective generation of realistic workloads and traffic in networks. As a result of the general applicability in IP-based networks, the outcome of his research can be used for different service interfaces in combination with various workload models and modelling techniques. His work is both broad and deep in focus in order to demonstrate the application of the proposed approach in different realistic scenarios.ContentsOverview of the State of the Art in Workload Modelling and GenerationA Formal Workload Description TechniqueLoad Models for Voice, Video, and Web Traffic SourcesArchitecture of the Unified Load GeneratorTraffic Generation at Network (IPv4), Transport (TCP/UDP), and Application (HTTP) Service InterfacesQoS Measurements for Video Streaming in WLANsTarget GroupsLecturers and students in computer science, especially computer networks, multimedia communication, performance evaluationInternet and/or application service providers (ISPs/ASPs), telecoms, network researchers, developers of new network and distributed application services, QoS engineers, network administrators and operatorsThe AuthorDr. Andrey Kolesnikov defended his PhD thesis in computer science at the University of Hamburg in 2017. His major research interests include multimedia communication, performance evaluation, load modelling and traffic generation in computer networks.