Applying machine learning in self-adaptive systems: A systematic literature review
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 …
techniques in self-adaptive systems. Machine learning has been used for a variety of …
Self-adaptive software: Landscape and research challenges
Software systems dealing with distributed applications in changing environments normally
require human supervision to continue operation in all conditions. These (re-) configuring …
require human supervision to continue operation in all conditions. These (re-) configuring …
A survey on engineering approaches for self-adaptive systems
The complexity of information systems is increasing in recent years, leading to increased
effort for maintenance and configuration. Self-adaptive systems (SASs) address this issue …
effort for maintenance and configuration. Self-adaptive systems (SASs) address this issue …
Software engineering of self-adaptive systems
D Weyns - Handbook of software engineering, 2019 - Springer
Modern software systems are expected to operate under uncertain conditions, without
interruption. Possible causes of uncertainties include changes in the operational …
interruption. Possible causes of uncertainties include changes in the operational …
Software engineering for self-adaptive systems: A second research roadmap
The goal of this roadmap paper is to summarize the state-of-the-art and identify research
challenges when develo**, deploying and managing self-adaptive software systems …
challenges when develo**, deploying and managing self-adaptive software systems …
A multi-agent decentralized energy management system based on distributed intelligence for the design and control of autonomous polygeneration microgrids
The autonomous polygeneration microgrid topology has been developed in order to cover
holistically needs in a remote area such as electrical energy, space heating and cooling …
holistically needs in a remote area such as electrical energy, space heating and cooling …
On patterns for decentralized control in self-adaptive systems
Self-adaptation is typically realized using a control loop. One prominent approach for
organizing a control loop in self-adaptive systems is by means of four components that are …
organizing a control loop in self-adaptive systems is by means of four components that are …
Engineering self-adaptive systems through feedback loops
To deal with the increasing complexity of software systems and uncertainty of their
environments, software engineers have turned to self-adaptivity. Self-adaptive systems are …
environments, software engineers have turned to self-adaptivity. Self-adaptive systems are …
[HTML][HTML] Artificial intelligence for trusted autonomous satellite operations
Abstract Recent advances in Artificial Intelligence (AI) and Cyber-Physical Systems (CPS)
for aerospace applications have brought about new opportunities for the fast-growing …
for aerospace applications have brought about new opportunities for the fast-growing …
Research directions in requirements engineering
In this paper, we review current requirements engineering (RE) research and identify future
research directions suggested by emerging software needs. First, we overview the state of …
research directions suggested by emerging software needs. First, we overview the state of …