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Performance maintenance of ARTS systems: Finding and managing performance deterioration by undesired adaptive behaviors
Type of publication: Inbook
Citation:
Booktitle: Autonomic Road Transport Support Systems
Year: 2016
Month: January
Pages: 181-195
Publisher: Springer International Publishing
ISBN: 978-3-319-25808-9
URL: http://link.springer.com/chapt...
DOI: 10.1007/978-3-319-25808-9_11
Abstract: Autonomic Road Transportation Support (ARTS) systems will operate with adaptive system behavior to make them self-managing. In this chapter, we discuss methods for analyzing the performance of these kinds of systems. The performance of these systems not only depends on the state of the environment but also on the adaptation the system has made so far. Analyzing the performance can hardly be done analytically; we have to rely on empirical studies. A structured way for implementing such analysis of adaptive systems, like ARTS, is presented. Furthermore, we discuss different approaches and provide examples how such problems could be encountered during the design of ARTS systems.
Keywords: Adaptive behavior, Performance maintainance, Performance Measurement, Regulated autonomy, Self-stabilizing
Authors Schumann, René
Editors McCluskey, Leo Thomas
Kotsialos, Apostolos
Müller, Jörg P.
Klügel, Franziska
Rana, Omer
Schumann, René
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