On-the-fly adaptation is where adaptation activities are not explicitly represented at design time but are discovered and managed at run time considering all aspect of the execution environments. In this paper we present a comprehensive framework for the on-the-fly adaptation of highly dynamic service-based systems. The framework relies on advanced context-aware adaptation techniques that allow for i) incremental handling of complex adaptation problems by interleaving problem solving and solution execution, ii) reduction in the complexity of each adaptation problem by minimizing the search space according to the specific execution context, and iii) reuse of adaptation solutions by learning from past executions. We evaluate the applicability of the proposed approach on a real world scenario based on the operation of the Bremen sea port.

On-the-Fly Adaptation of Dynamic Service-Based Systems: Incrementality, Reduction and Reuse / Bucchiarone, Antonio; Marconi, Annapaola; Mezzina, Claudio Antares; Pistore, Marco; Raik, Heorhi. - ELETTRONICO. - (2013), pp. 146-161. ((Intervento presentato al convegno 11th International Conference on Service Oriented Computing (ICSOC 2013) tenutosi a Berlin nel December 2013.

On-the-Fly Adaptation of Dynamic Service-Based Systems: Incrementality, Reduction and Reuse

Bucchiarone, Antonio;Marconi, Annapaola;Raik, Heorhi
2013

Abstract

On-the-fly adaptation is where adaptation activities are not explicitly represented at design time but are discovered and managed at run time considering all aspect of the execution environments. In this paper we present a comprehensive framework for the on-the-fly adaptation of highly dynamic service-based systems. The framework relies on advanced context-aware adaptation techniques that allow for i) incremental handling of complex adaptation problems by interleaving problem solving and solution execution, ii) reduction in the complexity of each adaptation problem by minimizing the search space according to the specific execution context, and iii) reuse of adaptation solutions by learning from past executions. We evaluate the applicability of the proposed approach on a real world scenario based on the operation of the Bremen sea port.
LNCS 8274
Berlin
Springer
Bucchiarone, Antonio; Marconi, Annapaola; Mezzina, Claudio Antares; Pistore, Marco; Raik, Heorhi
On-the-Fly Adaptation of Dynamic Service-Based Systems: Incrementality, Reduction and Reuse / Bucchiarone, Antonio; Marconi, Annapaola; Mezzina, Claudio Antares; Pistore, Marco; Raik, Heorhi. - ELETTRONICO. - (2013), pp. 146-161. ((Intervento presentato al convegno 11th International Conference on Service Oriented Computing (ICSOC 2013) tenutosi a Berlin nel December 2013.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/343536
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