The vision of self-evolving computing systems

نویسندگان

چکیده

Computing systems are omnipresent; their sustainability has become crucial for our society. A key aspect of this is the ability computing to cope with continuous change they face, ranging from dynamic operating conditions, changing goals, and technological progress. While we able engineer smart that autonomously deal various types changes, handling unanticipated changes requires system evolution, which remains in essence a human-centered process. This will eventually unmanageable. To break through status quo, put forward an arguable opinion vision self-evolving equipped evolutionary engine enabling them evolve autonomously. Specifically, when detects conditions outside its operational domain, such as anomaly or new goal, it activates runs online experiments determine how needs thereby evolving architecture. During process can integrate elements provided by warehouses. These provide specifications procedures automatic integration. We motivate need light state art, outline conceptual architecture systems, illustrate future city mobility continuously conditions. conclude, highlight research challenges realize systems.

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ژورنال

عنوان ژورنال: Journal of integrated design & process science

سال: 2022

ISSN: ['1092-0617', '1875-8959']

DOI: https://doi.org/10.3233/jid-220003