A Models@run.time Approach for Multi-objective Self-optimizing Software

Götz, Sebastian; Kühn, Thomas; Piechnick, Christian; Püschel, Georg; Aßmann, Uwe

doi:10.1007/978-3-319-11298-5_11

Cited by 2 publications

(1 citation statement)

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“…Furthermore, these systems can adequately handle and prevent malicious users from exploiting possible security threats by, for example, autonomously changing their internal structure. Self-optimising systems (e.g., [22]) are systems that can change their structure to improve some aspects of their performance autonomously, for example, by reducing the systems response time. Self-configuring systems (e.g., [25]) can autonomously set up when introduced to a distributed system or change their configuration to accommodate the insertion of new systems.…”

Section: Autonomic Computingmentioning

confidence: 99%

Emergent Software Systems: Theory and Practice

Filho

Porter

Costa

et al. 2021

Minicursos Do XXXIX Simpósio Brasileiro De Redes De Computadores E Sistemas Distribuídos

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Autonomic Computing and related research communities have drawn attention from researchers and industry practitioners who seek techniques and tools to build large-scale, reliable self-adaptive systems. However, building autonomic solutions remains a challenge: i) the upfront effort to develop such systems is very high, making them costly to implement; ii) only specialised parts of the system are made adaptive, limiting its flexibility in handling unknown operating conditions; and iii) state-of-the-art approaches still heavily rely on design-time predictions of operating conditions, making systems execution uncertain when predictions are wrong. To address these challenges, the concept of Emergent Software Systems has been proposed. The Emergent Software approach aims to reduce the upfront effort to create autonomic solutions, and it supports fully adaptive systems able to autonomously learn about the system's structure and operating environment with no predefined knowledge or predictions. This chapter aims to disseminate Emergent Software Systems, presenting the central concept and tools to realise the approach.

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Section: Autonomic Computingmentioning

confidence: 99%