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Machine learning for service migration: a survey
Future communication networks are envisioned to satisfy increasingly granular and dynamic
requirements to accommodate the application and user demands. Indeed, novel immersive …
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
The transition to 6th Generation (6G) cellular networks offers significant improvements over
5th Generation (5G), enhancing data transfer, reducing latency, and improving network …
5th Generation (5G), enhancing data transfer, reducing latency, and improving network …
Machine learning in network slicing—a survey
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 …
diverse requirements. Yet, the traditional “one-size-fits-all” network architecture lacks the …
AI/ML for beyond 5G systems: Concepts, technology enablers & solutions
Abstract 5G brought an evolution on the network architecture employing the service-based
paradigm, enabling flexibility in realizing customized services across different technology …
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
Multiaccess edge computing (MEC) provides services for resource-sensitive and delay-
sensitive Internet of Things (IoT) applications by extending the capabilities of cloud …
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 …
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 …
paradigms foster novel use cases for connected and automated vehicles that come with …
Experimental comparison of migration strategies for MEC-assisted 5G-V2X applications
The introduction of 5G technology enables new V2X services requiring reliable and
extremely low latency communications. To satisfy these requirements computing elements …
extremely low latency communications. To satisfy these requirements computing elements …
An aggressive migration strategy for service function chaining in the core cloud
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 …
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 …
enabling the collaborative completion of production tasks through the integration of multiple …