Computation offloading optimization based on probabilistic SFC for mobile online gaming in heterogeneous network

H Jin, X Zhu, C Zhao - IEEE Access, 2019 - ieeexplore.ieee.org
To support new services targeted by 5G, great efforts have been taken not only on the
research work of new waveform design and air interface but also on cloudification and …

[PDF][PDF] Recent advances and future research directions in edge cloud framework

SR Jena, R Shanmugam, RK Dhanaraj… - International Journal of …, 2019 - researchgate.net
Recent years have shown the explosive emergence of Cloud computing in the industry and
it is now the need of the hour. It is a great idea to go to utilize 5G remote advancement and …

Intelligent Network Optimisation for Beyond 5G Networks Considering Packet Drop Rate

H Mahmoud, A Aneiba, Z He, F Tong… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
To meet the growing expectations for fast and dependable connectivity, Novel approaches
such as reinforcement learning-based resource allocation and network slicing are essential …

Deadline-constrained multi-resource task mapping and allocation for edge-cloud systems

C Gao, A Shaan, A Easwaran - GLOBECOM 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
In an edge-cloud system, mobile devices can offload their computation intensive tasks to an
edge or cloud server to guarantee the quality of service or satisfy task deadline …

Dynamic task scheduling in edge cloud systems using deep recurrent neural networks and environment learning approaches

SK Ammavasai - Journal of Intelligent & Fuzzy Systems - content.iospress.com
The rapid growth of the cloud computing landscape has created significant challenges in
managing the escalating volume of data and diverse resources within the cloud …

Expanding Edge Computing deeper into Beyond 5G Radio Access Networks

I Vilà, O Sallent, J Pérez-Romero - 2023 IEEE 9th International …, 2023 - ieeexplore.ieee.org
Relevant services envisaged for beyond 5G (B5G) systems, such as extended reality and
holographic communications, present stringent user experience requirements with high …

Resource provisioning in fog computing through deep reinforcement learning

J Santos, T Wauters, B Volckaert… - 2021 IFIP/ieee …, 2021 - ieeexplore.ieee.org
The massive growth of connected devices has made traditional cloud systems inadequate to
sustain the scalability, mobility, and heterogeneous nature of the Internet of Things (oT) …

Enabling mobile virtual reality with open 5G, fog computing and reinforcement learning

Y Sun, J Chen, Z Wang, M Peng, S Mao - IEEE Network, 2022 - ieeexplore.ieee.org
Virtual reality (VR) is an emerging technology reshaping interactive experience and can be
widely applied in gaming, operation training, and so on. Despite its great potentials, most …

Optimizing resources allocation for fog computing-based internet of things networks to reduce latency cost

AH Salehi Shayegan, A Zakeri… - Computational …, 2022 - ecomag.wtb.iau.ir
Growing popularity of smart devices and 5G Internet, loT technology has also developed.
The increase in the number of smart objects has led to an increase in data volumes and …

Real-time task assignment in fog/cloud network environments for profit maximization

J Daigneault, M St-Hilaire - 2022 International Wireless …, 2022 - ieeexplore.ieee.org
This paper proposes a heuristic model for the real-time task assignment problem in
fog/cloud computing networks. Its purpose is to maximize profit by assigning tasks (either to …