Mobility prediction: A survey on state-of-the-art schemes and future applications

H Zhang, L Dai - IEEE access, 2018 - ieeexplore.ieee.org
Recently, mobility has gathered tremendous interest as the users' desire for consecutive
connections and better quality of service has increased. An accurate prediction of user …

Mobility-aware and delay-sensitive service provisioning in mobile edge-cloud networks

Y Ma, W Liang, J Li, X Jia, S Guo - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Mobile edge computing (MEC) has emerged as a promising technology to push the cloud
frontier to the network edge, provisioning network services in proximity of mobile users …

Providing ultra‐short latency to user‐centric 5G applications at the mobile network edge

I Farris, T Taleb, H Flinck, A Iera - Transactions on Emerging …, 2018 - Wiley Online Library
Abstract Mobile Edge Computing (MEC) will play a key role in next‐generation mobile
networks to extend the range of supported delay‐sensitive applications. Furthermore, an …

Mobility prediction model-based service migration procedure for follow me cloud to support QoS and QoE

A Nadembega, AS Hafid… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Follow me cloud (FMC) is one of the solutions to the limitations of the service quality and
type of functionality due to the inherent constraints of mobility management. In this paper, we …

Data driven service orchestration for vehicular networks

A Dalgkitsis, PV Mekikis… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
As technology progresses, cars can not only be considered as a transportation medium but
also as an intelligent part of the cellular network that generates highly valuable data and …

A destination and mobility path prediction scheme for mobile networks

A Nadembega, A Hafid, T Taleb - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Mobile multimedia services are gaining great momentum among subscribers of mobile
networks (MNs). An understanding of the network traffic behavior is essential in the evolution …

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-prediction-aware bandwidth reservation scheme for mobile networks

A Nadembega, A Hafid, T Taleb - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Bandwidth is an extremely valuable and scarce resource in mobile networks; therefore,
efficient mobility-aware bandwidth reservation is necessary to support multimedia …

Moving destination prediction using sparse dataset: A mobility gradient descent approach

L Wang, Z Yu, B Guo, T Ku, F Yi - ACM Transactions on Knowledge …, 2017 - dl.acm.org
Moving destination prediction offers an important category of location-based applications
and provides essential intelligence to business and governments. In existing studies, a …

A two-stage destination prediction framework of shared bicycles based on geographical position recommendation

Y Liu, R Jia, X Xie, Z Liu - IEEE Intelligent Transportation …, 2018 - ieeexplore.ieee.org
In this study, we investigate the destination prediction problem for the trips of shared
bicycles, which can assist authorities in overcoming the existing challenges like …