Machine learning-based load balancing algorithms in future heterogeneous networks: A survey

E Gures, I Shayea, M Ergen, MH Azmi… - IEEE Access, 2022 - ieeexplore.ieee.org
The massive growth of mobile users and the essential need for high communication service
quality necessitate the deployment of ultra-dense heterogeneous networks (HetNets) …

Violinn: Proximity-aware edge placementwith dynamic and elastic resource provisioning

K Toczé, AJ Fahs, G Pierre… - ACM Transactions on …, 2023 - dl.acm.org
Deciding where to handle services and tasks, as well as provisioning an adequate amount
of computing resources for this handling, is a main challenge of edge computing systems …

[HTML][HTML] Machine Learning-Based Resource Allocation Algorithm to Mitigate Interference in D2D-Enabled Cellular Networks

M Kamruzzaman, NI Sarkar, J Gutierrez - Future Internet, 2024 - mdpi.com
Mobile communications have experienced exponential growth both in connectivity and
multimedia traffic in recent years. To support this tremendous growth, device-to-device …

Challenges and Solutions of 5G Technology

AA Thabit, BH Abd, A Alkhayyat - 2021 4th International Iraqi …, 2021 - ieeexplore.ieee.org
Mobile access innovation is experiencing a progressive change. Every mobile generation
witnessed fast and huge execution upgrades. These are proportional with the requests of …

Proximity-aware replicas management in geo-distributed fog computing platforms

A Fahs - 2020 - inria.hal.science
Geo-distributed fog computing architectures provide users with resources reachable within
low latency. However, fully exploiting the fog architecture requires a similar distribution of the …

Orchestrating a Resource-aware Edge

K Toczé - 2024 - search.proquest.com
More and more services are moving to the cloud, attracted by the promise of unlimited
resources that are accessible anytime, and are managed by someone else. However …

Gestion des répliques en fonction de la proximité dans les plateformes géo-distribuées de fog computing

AJ Fahs - 2020 - theses.hal.science
Geo-distributed fog computing architectures provide users with resources reachable within
low latency. However, fully exploiting the fog architecture requires a similar distribution of the …