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The Unknown Unknowns are not Totally Unknown

David Garlan.


In Proceedings of the 16th Symposium on Software Engineering for Adaptive and Self-Managing Systems, Virtual, 18-21 May 2021.

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Abstract
The question of whether “handling unanticipated changes is the ultimate challenge for self-adaptation” is impossible to evaluate without looking closely at what “unanticipated” means. In this position paper I try to bring a little clarity to this issue by arguing that the common distinction between “known unknowns” and “unknown unknowns” is too crude: for most systems there are changes that are not directly handled by “first-order” adaptation, but can, with appropriate engineering, be addressed naturally through “second-order” adaptation. I explain what I mean by this and consider ways in which such systems might be engineered.

Keywords: Self-adaptation, uncertainty.  
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