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Titlebook: Measurement, Modelling and Evaluation of Computing Systems; 20th International G Holger Hermanns Conference proceedings 2020 Springer Natur

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A Tool for Requirements Analysis of Safety-Critical Cyber-Physical Systems, range from informal, human-centered ones that are hard to automate, to formal approaches that often lack freedom of expression. Furthermore, most approaches are general-purpose and do not focus on a particular domain, which makes identifying the specific requirements of a given domain less trivial.
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Performance Analytics of a Virtual Reality Streaming Model,cting model trees, which we examine amongst others for asymptotic behaviours and parameter impacts in both uni- and multivariate settings. We gain valuable insights into key parameters and related thresholds of importance for good VR streaming performance.
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Concurrent MDPs with Finite Markovian Policies,finite horizons. A mixed integer linear program and an efficient approximation algorithm based on policy iteration are defined for the computation of optimal polices. The proposed approximation algorithm also improves the available approximate value iteration algorithm for the finite horizon case.
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Graph-Based Mobility Models: Asymptotic and Stationary Node Distribution,(nodes arrive and depart from the graph-structured area) systems. The stationary state shows that these graph-based models for mobile nodes are separable, i. e. the stationary distribution is for the open system the product of independent coordinate processes and for the closed system holds conditional independence.
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An Efficient Brute Force Approach to Fit Finite Mixture Distributions,a larger set of distributions..The approach is experimentally validated for finite mixtures of Erlang distributions. The results show that a feasible number of component distributions, which accurately fit to the empirical data, is obtained within a short CPU time.
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0302-9743 tems, MMB 2020, held in Saarbrücken, Germany, in March 2020.. The 16 full papers presented in this volume were carefully reviewed and selected from 32 submissions. They are dealing with scientific aspects of measurement, modelling and evaluation of intelligent systems including computer architecture
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