Applying machine learning in self-adaptive systems: A systematic literature review

O Gheibi, D Weyns, F Quin - ACM Transactions on Autonomous and …, 2021 - dl.acm.org
Recently, we have been witnessing a rapid increase in the use of machine learning
techniques in self-adaptive systems. Machine learning has been used for a variety of …

[HTML][HTML] Controlled experimentation in continuous experimentation: Knowledge and challenges

F Auer, R Ros, L Kaltenbrunner, P Runeson… - Information and …, 2021 - Elsevier
Context: Continuous experimentation and A/B testing is an established industry practice that
has been researched for more than 10 years. Our aim is to synthesize the conducted …

Cyber-physical system homeostatic security management

DP Zegzhda, EY Pavlenko - Automatic Control and Computer Sciences, 2017 - Springer
Characteristic features of security management for the cyber-physical system (CPS) have
been distinguished. Existing approaches to the CPS security management have been …

Systematization and security assessment of cyber-physical systems

DP Zegzhda, MA Poltavtseva, DS Lavrova - Automatic control and …, 2017 - Springer
In this paper, the features of cyber-physical systems (CPSs) from the point of view of
information security have been considered and CPSs have been classified. The authors …

[HTML][HTML] Software architecture-based self-adaptation in robotics

E Alberts, I Gerostathopoulos, I Malavolta… - Journal of Systems and …, 2025 - Elsevier
Context: Robotics software architecture-based self-adaptive systems (RSASSs) are robotics
systems made robust to runtime uncertainty by adapting their software architectures. The …

Tuning self-adaptation in cyber-physical systems through architectural homeostasis

I Gerostathopoulos, D Skoda, F Plasil, T Bures… - Journal of Systems and …, 2019 - Elsevier
Self-adaptive software-intensive cyber-physical systems (sasiCPS) encounter a high level of
run-time uncertainty. State-of-the-art architecture-based self-adaptation approaches assume …

Cyber-sustainability of software-defined networks based on situational management

DP Zegzhda, EY Pavlenko - Automatic Control and Computer Sciences, 2018 - Springer
The correctness and efficiency of the homeostatic approach to ensuring cyber-sustainability
based on the software-defined networking (SDN) technology is proven. The cyberphysical …

Систематизация киберфизических системи оценка из безопасности

ПД Зегжда, МА Полтавцева, ДС Лаврова - Проблемы …, 2017 - elibrary.ru
Рассмотрены особенности киберфизических систем с точки зрения информационной
безопасности. Проведена классификация КФС. Авторами проанализированы подходы …

[PDF][PDF] Bio-inspired approach to self-regulation for industrial dynamic network infrastructure

D Lavrova, E Zaitceva, P Zegzhda - CEUR Workshop Proc., 2019 - ceur-ws.org
A bio-inspired approach for self-regulation of modern industrial network infrastructure is
proposed. The approach is based on the analogy between the target function of an industrial …

An open-source wireless sensor node platform with active node-level reliability for monitoring applications

D Widhalm, KM Goeschka, W Kastner - Sensors, 2021 - mdpi.com
In wireless sensor networks, the quality of the provided data is influenced by the properties
of the sensor nodes. Often deployed in large numbers, they usually consist of low-cost …