AI-based resource provisioning of IoE services in 6G: A deep reinforcement learning approach

H Sami, H Otrok, J Bentahar… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Currently, researchers have motivated a vision of 6G for empowering the new generation of
the Internet of Everything (IoE) services that are not supported by 5G. In the context of 6G …

A collaborative optimization strategy for energy reduction in ironmaking digital twin

H Zhou, C Yang, Y Sun - IEEE Access, 2020 - ieeexplore.ieee.org
The expenses of pig iron manufacturing stay in a relatively high level due to the large
consumption of coke and ore. There are a variety of methods to optimize the ironmaking …

Multi-objective virtual network function placement using NSGA-II meta-heuristic approach

S Tavakoli-Someh, MH Rezvani - The Journal of Supercomputing, 2019 - Springer
Network function virtualization has facilitated network service development through the
integration of network functions (NFs) such as firewalls, deep packet inspection, load …

EcoMobiFog–design and dynamic optimization of a 5G mobile-fog-cloud multi-tier ecosystem for the real-time distributed execution of stream applications

E Baccarelli, M Scarpiniti, A Momenzadeh - IEEE Access, 2019 - ieeexplore.ieee.org
The emerging 5G paradigm will enable multi-radio smartphones to run high-rate stream
applications. However, since current smartphones remain resource and battery-limited, the …

A novel optimized approach for resource reservation in cloud computing using producer–consumer theory of microeconomics

A Mohammadi, MH Rezvani - The Journal of Supercomputing, 2019 - Springer
Designing economic pricing mechanisms have recently attracted a great deal of attention in
the context of cloud computing. We believe that microeconomics theory is a good candidate …

Fog-supported delay-constrained energy-saving live migration of VMs over multipath TCP/IP 5G connections

E Baccarelli, M Scarpiniti, A Momenzadeh - IEEE access, 2018 - ieeexplore.ieee.org
The incoming era of the fifth-generation fog computing-supported radio access networks
(shortly, 5G FOGRANs) aims at exploiting computing/networking resource virtualization, in …

[PDF][PDF] Intelligent scaling for 6G IoE services for resource provisioning

A Alharbi, H Alyami, M Poongodi, HT Rauf… - PeerJ Computer …, 2021 - peerj.com
The proposed research motivates the 6G cellular networking for the Internet of Everything's
(IoE) usage empowerment that is currently not compatible with 5G. For 6G, more innovative …

Energy refining balance with ant colony system for cloud placement machines

H Tabrizchi, M Kuchaki Rafsanjani - Journal of Grid Computing, 2021 - Springer
Cloud computing has been one of significant domains of processing service in social
networks like the internet and local networks in recent years. One of the main problems in …

Efficient content retrieval in fog zone using Nano‐Caches

SP Singh, R Kumar, A Sharma - Concurrency and Computation …, 2020 - Wiley Online Library
It is always desired to improve the response time from cloud servers, which deliver contents
without buffering. As the penetration of mobile/fog devices is increasing, the limits of cellular …

Optimizing Reinforcement Learning: Fog and Edge Resource Management Through Bootstrapping and Reward Shaping

H Sami - 2023 - spectrum.library.concordia.ca
The rapid and extensive use of technology is unprecedented. From small devices like
sensors and mobile phones to large systems like servers and data centers, a wide range of …