Dynamic service prioritization with predicted intervals for QoS-sensitive service migrations in MEC

S Velrajan, VC Sharmila - Service Oriented Computing and Applications, 2024 - Springer
Abstract Service migrations in Multi-access Edge Compute (MEC) infrastructure are complex
due to the geographically distributed infrastructure, limited availability of resources at the …

QoS-aware service migration in multi-access edge compute using closed-loop adaptive particle swarm optimization algorithm

S Velrajan, V Ceronmani Sharmila - Journal of Network and Systems …, 2023 - Springer
In the 5G network, hosting services in multi-access edge compute (MEC) infrastructure is a
crucial enabler to achieving the high bandwidth and low latency targets for various …

ECQ: An Energy-Efficient, Cost-Effective and Qos-Aware Method for Dynamic Service Migration in Mobile Edge Computing Systems

A Ahmed, S Azizi, SRM Zeebaree - Wireless Personal Communications, 2023 - Springer
Mobile edge computing (MEC) is a transformative paradigm that enhances mobile services
performance and operational efficiency. Given the frequent mobility of users, it is essential to …

Heuristic-based proactive service migration induced by dynamic computation load in edge computing

AM Zaki, SA Elsayed, K Elgazzar… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Edge Computing (EC) has paved the way toward the realization of the Internet of Things
(IoT). This can be attributed to the ability of EC to bring the computational resources within …

Service Migrations in Multi-Access Edge Computing Using Adaptive Migration Window

S Velrajan, VC Sharmila - 2023 6th International Conference …, 2023 - ieeexplore.ieee.org
5G networks support a Multi-access Edge Computing (MEC) infrastructure to host many
heterogeneous applications at the network's edge. MEC infrastructure helps 5G to achieve …

Migration-aware network services with edge computing

A Mukhopadhyay, G Iosifidis… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The development of Multi-access edge computing (MEC) has resulted from the requirement
for supporting next generation mobile services, which need high capacity, high reliability …

Soft Actor-Critic-Based Service Migration in Multiuser MEC Systems

X Zhang, S Ren - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
Multi-access Edge Computing (MEC) is an emerging computing paradigm that provides
abundant resource support for the next generation of the Internet of Things (IoT). When …

Seamless Service Migration across Multi-access Edge Computing (MEC) Environments

D Patil, E Al-Masri - 2021 IEEE 3rd Eurasia Conference on IOT …, 2021 - ieeexplore.ieee.org
Multi-access Edge Computing (MEC) has emerged as a paradigm for enabling cloud
computing capabilities at the edge of a mobile network in recent years. For example, mobile …

Rasm: Resource-aware service migration in edge computing based on deep reinforcement learning

LJ Mwasinga, DT Le, SM Raza, R Challa, M Kim… - Journal of Parallel and …, 2023 - Elsevier
Abstract Multi-access Edge Computing (MEC) paradigm allows devices to offload their
intensive service tasks that require high Quality of Experience (QoE). Devices mobility forces …

Deep reinforcement learning based mobility-aware service migration for multi-access edge computing environment

Y Zhang, R Li, Y Zhao, R Li - 2022 IEEE Symposium on …, 2022 - ieeexplore.ieee.org
Multi-access Edge Computing (MEC) plays an im-portant role for providing end users with
high reliability and low latency services at the edge of mobile network. In the scenario of …