A Hyper-Heuristic Approach for Quality of Experience Aware Service Placement Scheme in 5G Mobile Edge Computing

S Islam, M Ahammed, NA Siddique, P Roy… - IEEE …, 2024 - ieeexplore.ieee.org
The Generation (5G) Mobile Edge Computing (MEC) addresses the problem of high end-to-
end delay experienced by traditional cloud computing users by ensuring fast accessible and …

AI-enabled mobile multimedia service instance placement scheme in mobile edge computing

P Roy, S Sarker, MA Razzaque, MM Hassan… - Computer Networks, 2020 - Elsevier
Leveraging cloud infrastructure to the mobile edge computing helps the mobile users to get
real time multimedia services in Fifth Generation (5G) network system. To ensure higher …

A dynamic service placement based on deep reinforcement learning in mobile edge computing

S Lu, J Wu, J Shi, P Lu, J Fang, H Liu - Network, 2022 - mdpi.com
Mobile edge computing is an emerging paradigm that supplies computation, storage, and
networking resources between end devices and traditional cloud data centers. With …

Online two-timescale service placement for time-sensitive applications in MEC-assisted network: A TMAGRL approach

A Du, J Jia, J Chen, L Guo, X Wang - Computer Networks, 2024 - Elsevier
Mobile edge computing (MEC) integrated with the Network Functions Virtualization (NFV)
technique has been regarded as a promising solution for flexible services provision and …

Time-aware MDP-based Service Migration in 5G Mobile Edge Computing

A Shamsadini, R Entezari-Maleki - 2022 27th International …, 2022 - ieeexplore.ieee.org
With the advent of edge-centric computing paradigms, computation capabilities have been
transferred from cloud data centers toward the network edge to support the requirements of …

An effective edge-intelligent service placement technology for 5G-and-beyond industrial IoT

T Wang, Y Zhang, NN Xiong, S Wan… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
With the rapid development of wireless communication, traditional cloud computing cannot
fully support low-latency services, especially in sensor networks. Mobile edge computing …

Heuristic and reinforcement learning algorithms for dynamic service placement on mobile edge cloud

D Garg, NC Narendra, S Tesfatsion - arXiv preprint arXiv:2111.00240, 2021 - arxiv.org
Edge computing hosts applications close to the end users and enables low-latency real-time
applications. Modern applications inturn have adopted the microservices architecture which …

Cost-optimal v2x service placement in distributed cloud/edge environment

A Moubayed, A Shami, P Heidari… - … on Wireless and …, 2020 - ieeexplore.ieee.org
Deploying V2X services has become a challenging task. This is mainly due to the fact that
such services have strict latency requirements. To meet these requirements, one potential …

Optimizing service replication for mobile delay-sensitive applications in 5G edge network

I Farris, T Taleb, M Bagaa, H Flick - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
Extending cloud infrastructure to the Network Edge represents a breakthrough to support
delay-sensitive applications in next 5G cellular systems. In this context, to enable ultrashort …

Mobility-aware multi-user service placement and resource allocation in edge computing

Y Liang, S Zhang - Computer Networks, 2023 - Elsevier
Abstract The rise of Mobile Edge Computing (MEC) has brought us its enormous potential
and value in mobile service applications. By pushing computing and storage resources from …