Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing

Z Xu, Y Zhang, H Li, W Yang, Q Qi - Journal of Cloud Computing, 2020 - Springer
Abstract Cyber-Physical Systems (CPS) serves as an interdisciplinary effort that incorporates
cyber vector as well as physical vector. The latter can generate exponentially growing …

Resource management for traffic imbalance problem in green cognitive radio networks

A Srivastava, G Kaur - Physical Communication, 2021 - Elsevier
The main goal of the cognitive radio network (CRN) is to provide high throughput and
ubiquitous data access, but now it is focusing on energy-efficient green CRN. The energy …

Introduction to learning automata models

A Rezvanian, B Moradabadi, M Ghavipour… - … Automata Approach for …, 2019 - Springer
Learning automaton (LA) as one of artificial intelligence techniques is a stochastic model
operating in the framework of the reinforcement learning. LA has been found to be a useful …

An autonomic risk‐and penalty‐aware resource allocation with probabilistic resource scaling mechanism for multilayer cloud resource provisioning

A Mazidi, M Golsorkhtabaramiri… - International Journal …, 2020 - Wiley Online Library
Cloud computing environment allows presenting different services on the Internet in
exchange for cost payment. Cloud providers can minimize their operational costs by auto …

An Introduction to Learning Automata and Optimization

J Kazemi Kordestani, M Razapoor Mirsaleh… - Advances in Learning …, 2021 - Springer
Learning automaton (LA) is one of the reinforcement learning techniques in artificial
intelligence. Learning automata's learning ability in unknown environments is a useful …

[PDF][PDF] Economic Based Scheduling and Load Balancing Algorithms in Cloud Computing Using Learning Automata

A Sarhadi, JAA Karimi - 2022 - aut.upt.ro
Cloud computing is a distributed computing model in which access is based on demand. A
cloud computing environment includes a wide variety of resource suppliers and demanders …

[PDF][PDF] Investigate AI-based learning for cloud services for adaptive autonomous behavior

EM Azab - 2021 - oda.oslomet.no
Cloud computing provides more reliable web services due to its flexibility for accessing
resources on-demand and self-managed services. However, cloud computing faces new …

Varieties of Cellular Learning Automata: An Overview

R Vafashoar, H Morshedlou, A Rezvanian… - … Automata: Theory and …, 2021 - Springer
Cellular learning automaton (CLA), as one of the artificial intelligence techniques in
reinforcement learning, is a combination of cellular automata (CA) and learning automata …