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Web service adaptation: A decade's overview
H Mezni - Computer Science Review, 2023 - Elsevier
With the exponential growth of communication and information technologies, adaptation has
gained a significant attention as it becomes a key feature of service-based systems, allowing …
gained a significant attention as it becomes a key feature of service-based systems, allowing …
Online reinforcement learning for self-adaptive information systems
A self-adaptive information system is capable of maintaining its quality requirements in the
presence of dynamic environment changes. To develop a self-adaptive information system …
presence of dynamic environment changes. To develop a self-adaptive information system …
Proactive process adaptation using deep learning ensembles
Proactive process adaptation can prevent and mitigate upcoming problems during process
execution. Proactive adaptation decisions are based on predictions about how an ongoing …
execution. Proactive adaptation decisions are based on predictions about how an ongoing …
Self-adaptive software systems in contested and resource-constrained environments: overview and challenges
Self-adaptive approaches are a promising to address the dynamic and uncertain nature of
the environments where today's complex systems operate. In particular, systems operating …
the environments where today's complex systems operate. In particular, systems operating …
A machine learning approach for performance-oriented decision support in service-oriented architectures
Enterprise IT performance can be improved by providing reactive and predictive monitoring
tools that anticipate problem detection. It requires advanced approaches for creating more …
tools that anticipate problem detection. It requires advanced approaches for creating more …
DATESSO: self-adapting service composition with debt-aware two levels constraint reasoning
The rapidly changing workload of service-based systems can easily cause under-/over-
utilization on the component services, which can consequently affect the overall Quality of …
utilization on the component services, which can consequently affect the overall Quality of …
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring
Prescriptive business process monitoring provides decision support to process managers on
when and how to adapt an ongoing business process to prevent or mitigate an undesired …
when and how to adapt an ongoing business process to prevent or mitigate an undesired …
Adaptive composition in dynamic service environments
Due to distribution, participant autonomy and lack of local control, service-based systems
operate in highly dynamic and uncertain environments. In the face of such dynamism and …
operate in highly dynamic and uncertain environments. In the face of such dynamism and …
Analysing Causal dependencies of composite service resilience in cloud manufacturing using resource-based theory and DEMATEL method
MR Namjoo, A Keramati - International Journal of Computer …, 2018 - Taylor & Francis
The purpose of this paper is to construct a causal model of dimensions and their attributes
that influence composite service resilience in Cloud manufacturing (CM) system. The …
that influence composite service resilience in Cloud manufacturing (CM) system. The …
Dynamic selection for service composition based on temporal and QoS constraints
I Guidara, I Al Jaouhari… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
To implement abstract business processes, elementary services are selected for each
abstract task. Because of uncertainties of Quality of Service (QoS) values during execution …
abstract task. Because of uncertainties of Quality of Service (QoS) values during execution …