mlsanityData to 14 Oct 2026

Preliminary Results of a Survey on the Use of Self-Adaptation in Industry

arXiv 2204.06816 ↗First posted 14 Apr 2022cs.SEcited by 3

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Abstract (arXiv)

Self-adaptation equips a software system with a feedback loop that automates tasks that otherwise need to be performed by operators. Such feedback loops have found their way to a variety of practical applications, one typical example is an elastic cloud. Yet, the state of the practice in self-adaptation is currently not clear. To get insights into the use of self-adaptation in practice, we are running a large-scale survey with industry. This paper reports preliminary results based on survey data that we obtained from 113 practitioners spread over 16 countries, 62 of them work with concrete self-adaptive systems. We highlight the main insights obtained so far: motivations for self-adaptation, concrete use cases, and difficulties encountered when applying self-adaptation in practice. We conclude the paper with outlining our plans for the remainder of the study.

Key facts. Cited by 3 papers in the map (data through 14 Oct 2026). First posted on arXiv 14 Apr 2022.

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Citing papers per year: 2022: 1; 2023: 1; 2024: 1.

3 papers.