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 …

A comprehensive survey on parallelization and elasticity in stream processing

H Röger, R Mayer - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Stream Processing (SP) has evolved as the leading paradigm to process and gain value
from the high volume of streaming data produced, eg, in the domain of the Internet of Things …

[BOOK][B] An introduction to self-adaptive systems: A contemporary software engineering perspective

D Weyns - 2020 - books.google.com
A concise and practical introduction to the foundations and engineering principles of self-
adaptation Though it has recently gained significant momentum, the topic of self-adaptation …

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 …

Sentiment analysis tools in software engineering: A systematic map** study

M Obaidi, L Nagel, A Specht, J Klünder - Information and Software …, 2022 - Elsevier
Context: Software development is a collaborative task. Previous research has shown social
aspects within development teams to be highly relevant for the success of software projects …

Self-adaptation in industry: A survey

D Weyns, I Gerostathopoulos, N Abbas… - ACM Transactions on …, 2023 - dl.acm.org
Computing systems form the backbone of many areas in our society, from manufacturing to
traffic control, healthcare, and financial systems. When software plays a vital role in the …

Generative ai for self-adaptive systems: State of the art and research roadmap

J Li, M Zhang, N Li, D Weyns, Z **, K Tei - ACM Transactions on …, 2024 - dl.acm.org
Self-adaptive systems (SASs) are designed to handle changes and uncertainties through a
feedback loop with four core functionalities: monitoring, analyzing, planning, and execution …

Development and application of sentiment analysis tools in software engineering: A systematic literature review

M Obaidi, J Klünder - Proceedings of the 25th International Conference …, 2021 - dl.acm.org
Software development is a collaborative task and, hence, involves different persons.
Research has shown the relevance of social aspects in the development team for a …

Adaptation in edge computing: a review on design principles and research challenges

F Golpayegani, N Chen, N Afraz, E Gyamfi… - ACM Transactions on …, 2024 - dl.acm.org
Edge computing places the computational services and resources closer to the user
proximity, to reduce latency, and ensure the quality of service and experience. Low latency …

An application development framework for Internet-of-Things service orchestration

W Rafique, X Zhao, S Yu, I Yaqoob… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Application development for the Internet of Things (IoT) poses immense challenges due to
the lack of standard development frameworks, tools, and techniques to assist end users in …