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- research-articleSeptember 2024
- research-articleJuly 2024
Model-Based Framework for Continuous Adaptation and Evolution of Quantum-Classical Hybrid Systems
Programming '24: Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of ProgrammingPages 118–125https://doi.org/10.1145/3660829.3660849Although quantum computing has been attracting increasing attention, hardware restrictions are tight in current implementations. Intensive design exploration is therefore essential to match requirements, such as the problem scale and acceptable error ...
- research-articleOctober 2024
Hyper-Parameter Optimization through Reinforcement Learning for Survival Prediction of Patients with Heart Failure
Procedia Computer Science (PROCS), Volume 239, Issue CPages 1754–1761https://doi.org/10.1016/j.procs.2024.06.354AbstractCardiovascular diseases (CVDs) are a class of medical conditions characterized by impaired functionality of the heart and blood vessels, among which coronary heart disease, cerebrovascular diseases, and heart failure are prominent. These diseases ...
- ArticleMarch 2024
Non-expert Level Analysis of Self-adaptive Systems
Service-Oriented Computing – ICSOC 2023 WorkshopsPages 91–102https://doi.org/10.1007/978-981-97-0989-2_8AbstractSelf-adaptivity is mainly used to address uncertainties, unpredicted events, as well as to automate administration tasks. It allows systems to change themselves while executing in order to address expected or unexpected changes and to adapt as ...
- ArticleJuly 2024
MAPE-K Based Guidelines for Designing Reactive and Proactive Self-adaptive Systems
Software Architecture. ECSA 2023 Tracks, Workshops, and Doctoral SymposiumPages 53–68https://doi.org/10.1007/978-3-031-66326-0_4AbstractThe rapid evolution of complex software systems claims for novel approaches, such as self-adaptive systems that can autonomously adjust their behavior to meet changing requirements and dynamic contexts. This paper proposes guidelines for the ...
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- ArticleSeptember 2023
Tool Support for the Adaptation of Quality of Service Trade-Offs in Service- and Cloud-Based Dynamic Routing Architectures
Software ArchitecturePages 20–36https://doi.org/10.1007/978-3-031-42592-9_2AbstractDynamic routing is an essential part of service- and cloud-based applications. Routing architectures are based on vastly different implementation concepts, such as API Gateways, Enterprise Service Buses, Message Brokers, or Service Proxies. ...
- articleJuly 2022
Modeling Autonomic Systems: Review, Classification, and Research Challenges
International Journal of Software Innovation (IJSI), Volume 10, Issue 1Pages 1–22https://doi.org/10.4018/IJSI.303585Today software systems are very complex and changing. Therefore, preserving their functionality and the quality of their service seems to be a difficult. Consequently, the concept of self-adaptation was introduced to handle the problem of the ...
- research-articleJanuary 2022
Application of Federated Learning Approaches for Time-Series Classification in eHealth Domain
Procedia Computer Science (PROCS), Volume 207, Issue CPages 3545–3552https://doi.org/10.1016/j.procs.2022.09.413AbstractContemporary Machine Learning approaches (e.g., Deep Learning) need huge volumes of data to build accurate and robust statistical models. Nowadays, such data are often collected by distinct and geographically distributed entities and successively ...
- short-paperDecember 2020
Model-based auto-scaling of distributed data stream processing applications
Middleware'20 Doctoral Symposium: Proceedings of the 21st International Middleware Conference Doctoral SymposiumPages 5–8https://doi.org/10.1145/3429351.3431741Data Stream Processing (DSP) enables near real-time analysis of fast data streams, produced, e.g., by Internet-of-Things devices. Distributed DSP systems exploit distributed computing infrastructures, possibly spanning both Cloud and Fog/Edge platforms, ...
- research-articleOctober 2019
Supporting Dynamic Workflows with Automatic Extraction of Goals from BPMN
ACM Transactions on Autonomous and Adaptive Systems (TAAS), Volume 14, Issue 2Article No.: 7, Pages 1–38https://doi.org/10.1145/3355488Organizations willing to employ workflow technology have to be prepared to undertake a significant investment of time and effort due to the exceptionally dynamic nature of the business environment. Today, it is unlikely that processes are modeled once ...
- research-articleSeptember 2017
Comparing Configuration Approaches for Dynamic Software Product Lines
SBES '17: Proceedings of the XXXI Brazilian Symposium on Software EngineeringPages 134–143https://doi.org/10.1145/3131151.3131162Dynamic Software Product Lines (DSPLs) are Software Product Lines (SPLs) in which the configuration may occur at runtime. DSPL approaches provide means for modeling variability as well as configuring the product according to its runtime context and/or ...
- research-articleSeptember 2017
SASO 2016: Selected, Revised, and Extended Best Papers
ACM Transactions on Autonomous and Adaptive Systems (TAAS), Volume 12, Issue 3Article No.: 11, Pages 1–3https://doi.org/10.1145/3127332The IEEE International Conference on Self-Adapting and Self-Organizing Systems (SASO) is the main forum for studying and discussing the foundations of a principled approach to engineering systems, networks, and services based on self-adaptation and self-...
- ArticleJuly 2015
Towards Reusability in Autonomic Computing
ICAC '15: Proceedings of the 2015 IEEE International Conference on Autonomic ComputingPages 115–120https://doi.org/10.1109/ICAC.2015.21Reusability of software artifacts reduces development time, effort, and error-proneness. Nevertheless, in the development of autonomic systems, developers often start from scratch when building a new system instead of reusing existing components. Many ...
- ArticleDecember 2014
Self-Adaptive Containers: Interoperability Extensions and Cloud Integration
UIC-ATC-SCALCOM '14: Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom)Pages 433–440https://doi.org/10.1109/UIC-ATC-ScalCom.2014.7Driven by an ever-increasing diversity of application contexts, execution environments and scalability requirements, modern software is faced with the challenge of frequent code refactoring. To address this, we have proposed an STL-like self-adaptive ...
- ArticleJune 2014
Personalized Web-Tasking Applications: An Online Grocery Shopping Prototype
Users utilize web applications to perform everyday tasks in order to achieve personal goals. Personalized Web-Tasking (PWT) is the automation of such web interactions while exploiting personal context to enrich users experience. However, web-tasking is ...
- ArticleJune 2014
Self-adaptive applications: on the development of personalized web-tasking systems
SEAMS 2014: Proceedings of the 9th International Symposium on Software Engineering for Adaptive and Self-Managing SystemsPages 49–54https://doi.org/10.1145/2593929.2593942Personalized Web-Tasking (PWT) proposes the automation of user-centric and repetitive web interactions to assist users in the fulfilment of personal goals using internet systems. In PWT, both personal goals and internet systems are affected by ...
- articleJanuary 2014
A Two-Layer Approach to Developing Self-Adaptive Multi-Agent Systems in Open Environment
International Journal of Agent Technologies and Systems (IJATS-IGI), Volume 6, Issue 1Pages 65–85https://doi.org/10.4018/ijats.2014010104Development of self-adaptive systems situated in open and uncertain environments is a great challenge in the community of software engineering due to the unpredictability of environment changes and the variety of self-adaptation manners. Explicit ...
- ArticleSeptember 2013
Toward Systematic Conveying of Architecture Design Knowledge for Self-Adaptive Systems
SASOW '13: Proceedings of the 2013 IEEE 7th International Conference on Self-Adaptation and Self-Organizing Systems WorkshopsPages 23–24https://doi.org/10.1109/SASOW.2013.13With the increasing complexity and stringent requirements of modern large-scale distributed systems, well-structured representations of software design knowledge arise as a promising approach to keep delivering high quality products in a timely and cost-...
- ArticleSeptember 2013
FESAS: Towards a Framework for Engineering Self-Adaptive Systems
SASO '13: Proceedings of the 2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing SystemsPages 263–264https://doi.org/10.1109/SASO.2013.36The complexity and size of information systems are growing, resulting in an increasing effort for maintenance. Self-adaptive systems (SAS) that autonomously adapt to changes in the environment or in the system itself (e.g. disfunction of components) can ...
- ArticleJune 2013
Towards Personalized Web-Tasking: Task Simplification Challenges
SERVICES '13: Proceedings of the 2013 IEEE Ninth World Congress on ServicesPages 147–153https://doi.org/10.1109/SERVICES.2013.61Despite the increasing use of the web to support human activities, most web interactions required to accomplish personal goals are performed manually by users. Even though users can easily transform a goal into multiple web interactions, the manual ...