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	    2018</a> | <a href="http://www.inria.fr/en/teams/resist">Presentation of the Team RESIST</a> | <a href="https://team.inria.fr/resist">RESIST Web Site
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        <h2>Section: 
      Research Program</h2>
        <h3 class="titre3">Overview</h3>
        <p>The Resist project aims at designing, implementing and
validating novel models, algorithms and tools to <b>make networked
systems elastic and resilient so as to enhance their scalability and
security</b>, assuming users, applications and devices whose volume and
heterogeneity will continue to increase.</p>
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	1. </strong>The Resist project</caption>
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        <p><b>Softwarization of networks</b> and <b>data analytics</b> are key
enablers to design intelligent methods to orchestrate – <i>i.e.</i>
configure in a synchronized and distributed manner – both network and
system resources. Intelligent <b>orchestration</b> leverages relevant
data for decision-making using <b>data analytics</b>. Input data
reflecting the past, current and even future (predicted) states of the
system are used to build relevant knowledge. Two approaches are
pursued to generate knowledge and to validate orchestration decisions.
First, a running system can be <b>monitored in vivo</b>. Second,
<b>in vitro experimentation</b> in a controlled environment
(simulators, emulators and experimental platforms) is helpful to
reproduce a running system with a high reliability and under different
hypotheses. Monitoring and experimentation are steered and configured
through orchestration according to the two intertwined loops
illustrated in Figure <a title="Overview" href="./uid11.html#uid12">1</a>.</p>
        <p>Accordingly Resist is thus structured into four main research
objectives (activities) namely Monitoring, Experimentation, Analytics
and Orchestration.
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