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Modelling temporal goals in runtime goal models.

Authors :
Morgan, Rebecca
Pulawski, Simon
Selway, Matt
Ghose, Aditya
Grossmann, Georg
Mayer, Wolfgang
Stumptner, Markus
Kyprianou, Ross
Source :
Data & Knowledge Engineering. Sep2023, Vol. 147, pN.PAG-N.PAG. 1p.
Publication Year :
2023

Abstract

Achieving real-time agility and adaptation with respect to changing requirements in existing IT infrastructure can pose a complex challenge. We describe a goal-oriented approach to manage this complexity. We argue that a goal-oriented perspective can form an effective basis for devising and deploying responses to changed requirements at runtime. We offer an extended vocabulary of goal types by presenting two novel conceptions: differential goals and integral goals, which we formalize in both linear-time and branching-time settings. We describe goal lifecycles and interactions and the extended notion of context for the representation of rapidly changing, complex operating environments. We then illustrate the working of the approach by presenting a detailed scenario of adaptation in a Kubernetes setting, in the face of a Distributed Denial-of-Service (DDoS) attack. • Goal-based approach to IT infrastructure agility can help maintain situational awareness. • Temporal goal types help capture goals relating to rate of evolution and aggregation. • Mappings between goal models and execution platform elements facilitates self-adaptation. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
0169023X
Volume :
147
Database :
Academic Search Index
Journal :
Data & Knowledge Engineering
Publication Type :
Academic Journal
Accession number :
171923693
Full Text :
https://doi.org/10.1016/j.datak.2023.102205