[HTML][HTML] Trust your local scaler: A continuous, decentralized approach to autoscaling

M Straesser, S Geissler, S Lange, LK Schumann… - Performance …, 2025 - Elsevier
Autoscaling is a critical component of modern cloud computing environments, improving
flexibility, efficiency, and cost-effectiveness. Current approaches use centralized autoscalers …

[HTML][HTML] Automated generation of deployment descriptors for managing microservices-based applications in the cloud to edge continuum

J DesLauriers, J Kovacs, T Kiss, A Stork… - Future Generation …, 2025 - Elsevier
With the emergence of Internet of Things (IoT) devices collecting large amounts of data at
the edges of the network, a new generation of hyper-distributed applications is emerging …

[HTML][HTML] Reinforcement-Learning-Based Edge Offloading Orchestration in Computing Continuum

IR Martin, GI Arcas, T Cioara - Computers, 2024 - mdpi.com
The AI-driven applications and large data generated by IoT devices connected to large-
scale utility infrastructures pose significant operational challenges, including increased …