A comprehensive survey on nature‐inspired algorithms and their applications in edge computing: Challenges and future directions

M Adhikari, SN Srirama… - Software: Practice and …, 2022 - Wiley Online Library
Driven by the vision of real‐time applications and smart communication, recent years have
witnessed a paradigm shift from centralized cloud computing toward distributed edge …

Online dispatching and fair scheduling of edge computing tasks: A learning-based approach

H Yuan, G Tang, X Li, D Guo, L Luo… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
The emergence of edge computing can effectively tackle the problem of large transmission
delays caused by the long-distance between user devices and remote cloud servers. Users …

Mobility-aware serverless function adaptations across the edge-cloud continuum

P Raith, T Rausch, S Dustdar, F Rossi… - 2022 IEEE/ACM 15th …, 2022 - ieeexplore.ieee.org
Serverless functions have emerged as a useful abstraction to manage the complexity of
distributed and heterogeneous edge-cloud infrastructure. Current cloud-centric orchestration …

A survey on computation resource allocation in IoT enabled vehicular edge computing

Naren, AK Gaurav, N Sahu, AP Dash… - Complex & Intelligent …, 2021 - Springer
The number of vehicles is increasing at a very high rate throughout the globe. It reached 1
billion in 2010, in 2020 it was around 1.5 billion and experts say this could reach up to 2–2.5 …

Reusing backup batteries as bess for power demand reshaping in 5g and beyond

G Tang, H Yuan, D Guo, K Wu… - IEEE INFOCOM 2021 …, 2021 - ieeexplore.ieee.org
The mobile network operators are upgrading their network facilities and shifting to the 5G
era at an unprecedented pace. The huge operating expense (OPEX), mainly the energy …

Joint chain-based service provisioning and request scheduling for blockchain-powered edge computing

S Gu, X Luo, D Guo, B Ren, G Tang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Blockchain-powered edge computing (BEC) is a promising extension to strengthen the
security and the trustworthiness among collaborative edge clouds for delivering computation …

Resource Provisioning Techniques in Multi‐Access Edge Computing Environments: Outlook, Expression, and Beyond

S Durga, E Daniel, JA Onesimu… - Mobile Information …, 2022 - Wiley Online Library
Mobile cloud computing promises a research foundation in information and communication
technology (ICT). Multi‐access edge computing is an intermediate solution that reduces …

Towards zero downtime edge application mobility for ultra-low latency 5G streaming

X Vasilakos, W Featherstone, N Uniyal… - 2020 IEEE Cloud …, 2020 - ieeexplore.ieee.org
We state a position on addressing the problem of Zero Downtime Edge Application Mobility
(ZeroDEAM) for ultra-low latency 5G streaming services. We define and use an Edge …

Risk-averse investment strategy for MEC service provisioning: A data-driven distributionally robust solution

X Li, R Xiao, M Pan, N Zhao - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
The emerging Internet of Things (IoT) era has stimulated many new computation-intensive
applications. To support them, mobile edge computing (MEC) is a promising solution that …

Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction

G Zou, S Lin, S Wu, S Hu, S Yang, Y Gan… - ACM Transactions on …, 2024 - dl.acm.org
Connected vehicles due to the high mobility and dynamic network topologies of connected
vehicles require accurate QoS that includes high throughput and low latency to assess …