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 …
Understanding human-machine networks: a cross-disciplinary survey
In the current hyperconnected era, modern Information and Communication Technology
(ICT) systems form sophisticated networks where not only do people interact with other …
(ICT) systems form sophisticated networks where not only do people interact with other …
Self-adaptive systems: A systematic literature review across categories and domains
Context: Championed by IBM's vision of autonomic computing paper in 2003, the autonomic
computing research field has seen increased research activity over the last 20 years …
computing research field has seen increased research activity over the last 20 years …
Machine learning for cognitive network management
Over the last decade, a significant amount of effort has been invested on architecting agile
and adaptive management solutions in support of autonomic, self-managing networks …
and adaptive management solutions in support of autonomic, self-managing networks …
Engineering trustworthy self-adaptive software with dynamic assurance cases
Building on concepts drawn from control theory, self-adaptive software handles
environmental and internal uncertainties by dynamically adjusting its architecture and …
environmental and internal uncertainties by dynamically adjusting its architecture and …
DRSIR: A deep reinforcement learning approach for routing in software-defined networking
DM Casas-Velasco, OMC Rendon… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Traditional routing protocols employ limited information to make routing decisions, which
leads to slow adaptation to traffic variability and restricted support to the quality of service …
leads to slow adaptation to traffic variability and restricted support to the quality of service …
A survey on self-healing systems: approaches and systems
H Psaier, S Dustdar - Computing, 2011 - Springer
Present large-scale information technology environments are complex, heterogeneous
compositions often affected by unpredictable behavior and poor manageability. This …
compositions often affected by unpredictable behavior and poor manageability. This …
Dynamic provisioning modeling for virtualized multi-tier applications in cloud data center
Dynamic provisioning is a useful technique for handling the virtualized multi-tier applications
in cloud environment. Understanding the performance of virtualized multi-tier applications is …
in cloud environment. Understanding the performance of virtualized multi-tier applications is …
Intelligent routing method based on Dueling DQN reinforcement learning and network traffic state prediction in SDN
L Huang, M Ye, X Xue, Y Wang, H Qiu, X Deng - Wireless Networks, 2024 - Springer
The traditional routing method makes use of limited information on the network links to make
routing decisions, which makes it difficult to adapt to the dynamic and complex network and …
routing decisions, which makes it difficult to adapt to the dynamic and complex network and …
Design patterns for develo** dynamically adaptive systems
Increasingly, software systems should self-adapt to satisfy new requirements and
environmental conditions that may arise after deployment. Due to their high complexity …
environmental conditions that may arise after deployment. Due to their high complexity …