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Cost-Sensitive Precomputation of Real-Time-Aware Reconfiguration Strategies based on Stochastic Priced Timed Games

Authors: Göttmann Hendrik; Caesar Birte; Beers Lasse; Lochau Malte; Schürr Andy; Fay Alexander;

Cost-Sensitive Precomputation of Real-Time-Aware Reconfiguration Strategies based on Stochastic Priced Timed Games

Abstract

Many modern software systems continuously reconfigure themselves to (self-)adapt to ever-changing environmental contexts. Selecting presumably best-fitting next configurations is, however, very challenging, depending on functional and non-functional criteria like real-time constraints as well as inherently uncertain future contexts which makes greedy one-step decision heuristics ineffective. In our SoSyM paper, we propose a game-theoretic setting for precomputing reconfiguration decisions under partially uncertain real-time behavior. We employ stochastic priced timed game automata as reconfiguration model to derive winning strategies which enable the first player (the system) to make fast look-ups for presumably best-fitting reconfiguration decisions satisfying the second player (the context). The corresponding artifact facilitates to derive strategies for a given system specification and to analyze the resulting strategies based on the model checker Uppaal Stratego. In our approach, a specification consists of a context feature model in the file format of FeatureIDE (XML) and a set of real-time constraints (RRCL) modeling a self-adaptive system with additional real-time constraints. Based on such a specification our tool constructs a corresponding timed game automaton. Afterwards, the timed game automaton can be analyzed by means of the model checker Uppaal Stratego. This comprises synthesizing, optimizing and model checking reconfiguration strategies.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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