Resource management in fog/edge computing: a survey on architectures, infrastructure, and algorithms

CH Hong, B Varghese - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Contrary to using distant and centralized cloud data center resources, employing
decentralized resources at the edge of a network for processing data closer to user devices …

Mobile edge computing: A survey on architecture and computation offloading

P Mach, Z Becvar - IEEE communications surveys & tutorials, 2017 - ieeexplore.ieee.org
Technological evolution of mobile user equipment (TIEs), such as smartphones or laptops,
goes hand-in-hand with evolution of new mobile applications. However, running …

Toward edge intelligence: Multiaccess edge computing for 5G and Internet of Things

Y Liu, M Peng, G Shou, Y Chen… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
To satisfy the increasing demand of mobile data traffic and meet the stringent requirements
of the emerging Internet-of-Things (IoT) applications such as smart city, healthcare, and …

Adaptive federated learning in resource constrained edge computing systems

S Wang, T Tuor, T Salonidis, KK Leung… - IEEE journal on …, 2019 - ieeexplore.ieee.org
Emerging technologies and applications including Internet of Things, social networking, and
crowd-sourcing generate large amounts of data at the network edge. Machine learning …

Delay-aware microservice coordination in mobile edge computing: A reinforcement learning approach

S Wang, Y Guo, N Zhang, P Yang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
As an emerging service architecture, microservice enables decomposition of a monolithic
web service into a set of independent lightweight services which can be executed …

Follow me at the edge: Mobility-aware dynamic service placement for mobile edge computing

T Ouyang, Z Zhou, X Chen - IEEE Journal on Selected Areas in …, 2018 - ieeexplore.ieee.org
Mobile edge computing is a new computing paradigm, which pushes cloud computing
capabilities away from the centralized cloud to the network edge. However, with the sinking …

When edge meets learning: Adaptive control for resource-constrained distributed machine learning

S Wang, T Tuor, T Salonidis, KK Leung… - … -IEEE conference on …, 2018 - ieeexplore.ieee.org
Emerging technologies and applications including Internet of Things (IoT), social
networking, and crowd-sourcing generate large amounts of data at the network edge …

Joint service caching and task offloading for mobile edge computing in dense networks

J Xu, L Chen, P Zhou - IEEE INFOCOM 2018-IEEE Conference …, 2018 - ieeexplore.ieee.org
Mobile Edge Computing (MEC) pushes computing functionalities away from the centralized
cloud to the network edge, thereby meeting the latency requirements of many emerging …

Service placement and request scheduling for data-intensive applications in edge clouds

V Farhadi, F Mehmeti, T He, TF La Porta… - IEEE/ACM …, 2021 - ieeexplore.ieee.org
Mobile edge computing provides the opportunity for wireless users to exploit the power of
cloud computing without a large communication delay. To serve data-intensive applications …

A survey on service migration in mobile edge computing

S Wang, J Xu, N Zhang, Y Liu - IEEE Access, 2018 - ieeexplore.ieee.org
Mobile edge computing (MEC) provides a promising approach to significantly reduce
network operational cost and improve quality of service (QoS) of mobile users by pushing …