Machine learning for service migration: a survey

N Toumi, M Bagaa, A Ksentini - IEEE Communications Surveys …, 2023 - ieeexplore.ieee.org
Future communication networks are envisioned to satisfy increasingly granular and dynamic
requirements to accommodate the application and user demands. Indeed, novel immersive …

A Comprehensive Survey on Resource management in 6G network based on internet of things

SS Sefati, AU Haq, R Craciunescu, S Halunga… - IEEE …, 2024 - ieeexplore.ieee.org
The transition to 6th Generation (6G) cellular networks offers significant improvements over
5th Generation (5G), enhancing data transfer, reducing latency, and improving network …

Machine learning in network slicing—a survey

HP Phyu, D Naboulsi, R Stanica - IEEE Access, 2023 - ieeexplore.ieee.org
5G and beyond networks are expected to support a wide range of services, with highly
diverse requirements. Yet, the traditional “one-size-fits-all” network architecture lacks the …

AI/ML for beyond 5G systems: Concepts, technology enablers & solutions

T Taleb, C Benzaïd, RA Addad, K Samdanis - Computer Networks, 2023 - Elsevier
Abstract 5G brought an evolution on the network architecture employing the service-based
paradigm, enabling flexibility in realizing customized services across different technology …

Joint service migration and resource allocation in edge IoT system based on deep reinforcement learning

F Liu, H Yu, J Huang, T Taleb - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Multiaccess edge computing (MEC) provides services for resource-sensitive and delay-
sensitive Internet of Things (IoT) applications by extending the capabilities of cloud …

AI/ML enabled automation system for software defined disaggregated open radio access networks: Transforming telecommunication business

S Kumar - Big Data Mining and Analytics, 2024 - ieeexplore.ieee.org
Open Air Interface (OAI) alliance recently introduced a new disaggregated Open Radio
Access Networks (O-RAN) framework for next generation telecommunications and networks …

Cloud-native orchestration framework for network slice federation across administrative domains in 5G/6G mobile networks

M Dalgitsis, N Cadenelli, MA Serrano… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
The recent advancements in cellular Vehicle-to-everything (C-V2X) and edge computing
paradigms foster novel use cases for connected and automated vehicles that come with …

Experimental comparison of migration strategies for MEC-assisted 5G-V2X applications

MA Hathibelagal, RG Garroppo, G Nencioni - Computer Communications, 2023 - Elsevier
The introduction of 5G technology enables new V2X services requiring reliable and
extremely low latency communications. To satisfy these requirements computing elements …

An aggressive migration strategy for service function chaining in the core cloud

H Feng, Z Shu, T Taleb, Y Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Service Function Chaining (SFC) is regarded as an important concept for next-generation
communication networks because it can flexibly tackle diverse usage scenarios. Due to SFC …

E2MS: An Efficient and Economical Microservice Migration Strategy for Smart Manufacturing

Y Liu, B Yang, X Ren, Q Liu, S Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The microservice architecture has gained widespread adoption in smart manufacturing,
enabling the collaborative completion of production tasks through the integration of multiple …