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Control-theoretical software adaptation: A systematic literature review
Modern software applications are subject to uncertain operating conditions, such as
dynamics in the availability of services and variations of system goals. Consequently …
dynamics in the availability of services and variations of system goals. Consequently …
Feedback control as MAPE-K loop in autonomic computing
Computing systems are becoming more and more dynamically reconfigurable or adaptive,
to be flexible wrt their environment and to automate their administration. Autonomic …
to be flexible wrt their environment and to automate their administration. Autonomic …
Modeling cyber–physical systems
This paper focuses on the challenges of modeling cyber–physical systems (CPSs) that arise
from the intrinsic heterogeneity, concurrency, and sensitivity to timing of such systems. It …
from the intrinsic heterogeneity, concurrency, and sensitivity to timing of such systems. It …
Architectural principles for cloud software
A cloud is a distributed Internet-based software system providing resources as tiered
services. Through service-orientation and virtualization for resource provisioning, cloud …
services. Through service-orientation and virtualization for resource provisioning, cloud …
Fuzzy self-learning controllers for elasticity management in dynamic cloud architectures
Cloud controllers support the operation and quality management of dynamic cloud
architectures by automatically scaling the compute resources to meet performance …
architectures by automatically scaling the compute resources to meet performance …
Control strategies for self-adaptive software systems
The pervasiveness and growing complexity of software systems are challenging software
engineering to design systems that can adapt their behavior to withstand unpredictable …
engineering to design systems that can adapt their behavior to withstand unpredictable …
Enhancing human-in-the-loop adaptive systems through digital twins and VR interfaces
Self-adaptation approaches usually rely on closed-loop controllers that avoid human
intervention from adaptation. While such fully automated approaches have proven …
intervention from adaptation. While such fully automated approaches have proven …
Automated multi-objective control for self-adaptive software design
While software is becoming more complex everyday, the requirements on its behavior are
not getting any easier to satisfy. An application should offer a certain quality of service, adapt …
not getting any easier to satisfy. An application should offer a certain quality of service, adapt …
Self-learning cloud controllers: Fuzzy q-learning for knowledge evolution
Auto-scaling features enable cloud applications to maintain enough resources to satisfy
demand spikes, reduce costs and keep performance in check. Most auto-scaling strategies …
demand spikes, reduce costs and keep performance in check. Most auto-scaling strategies …
Towards digital twin-enabled DevOps for CPS providing architecture-based service adaptation & verification at runtime
Background: Industrial Product-Service Systems (IPSS) denote a service-oriented way of
providing access to cyber-physical systems'(CPS) capabilities. The design of such systems …
providing access to cyber-physical systems'(CPS) capabilities. The design of such systems …