Survey on intelligence edge computing in 6G: Characteristics, challenges, potential use cases, and market drivers

A Al-Ansi, AM Al-Ansi, A Muthanna, IA Elgendy… - Future Internet, 2021 - mdpi.com
… We comprehensively surveyed and investigated Intelligence Edge Computing (IEC)
characteristics and benefits, challenges, potential use cases and market driver. Every part of this …

Deep learning for edge computing applications: A state-of-the-art survey

F Wang, M Zhang, X Wang, X Ma, J Liu - IEEE Access, 2020 - ieeexplore.ieee.org
… To fulfill this gap, in this article, we focus on the confluence of edge computing and deep
learning… some edge computing paradigms and highlight the key advantages of edge computing. …

[HTML][HTML] Driving forces for multi-access edge computing (MEC) IoT integration in 5G

M Liyanage, P Porambage, AY Ding, A Kalla - ICT Express, 2021 - Elsevier
… This brings in the importance of edge computing paradigms in the caliber of MEC, a
novel and evolving networking paradigm that is currently standardized by the European …

Edge computing with artificial intelligence: A machine learning perspective

H Hua, Y Li, T Wang, N Dong, W Li, J Cao - ACM Computing Surveys, 2023 - dl.acm.org
… In response, a new computing model called edge computing (EC) has drawn extensive attention
from both industry and academia. With the continuous deepening of the research on EC…

Serverless edge computing: vision and challenges

MS Aslanpour, AN Toosi, C Cicconetti… - … Australasian computer …, 2021 - dl.acm.org
… After giving a broad background on Serverless and edge computing in Section 2, we
demonstrate the expected Serverless edge computing paradigm in Section 3. Following that, we …

Vehicular edge computing and networking: A survey

L Liu, C Chen, Q Pei, S Maharjan, Y Zhang - Mobile networks and …, 2021 - Springer
… Driven by the benefits of MEC, many efforts have been devoted to integrating vehicular
networks into MEC, thereby forming a novel paradigm named as Vehicular Edge Computing (…

Edge-computing-driven internet of things: A survey

L Kong, J Tan, J Huang, G Chen, S Wang, X Jin… - ACM Computing …, 2022 - dl.acm.org
… We also compare the difference between edge computing and cloud computing to explain
why edge computing is more suitable for IoT than cloud computing. And then, we give a …

Edge computing for internet of everything: A survey

X Kong, Y Wu, H Wang, F Xia - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
… survey of edge computing research. In addition to introducing the definition, model and
characteristics of edge computing, we discuss a set of key issues in edge computing and novel …

Architectural design alternatives based on cloud/edge/fog computing for connected vehicles

H Wang, T Liu, BG Kim, CW Lin… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
… intelligent driving, cruise assist, and high-resolution map creation. Therefore, cloud computing,
edge computing, and fog computing are proposed to realize such computation offloading. …

LoPECS: A low-power edge computing system for real-time autonomous driving services

J Tang, S Liu, L Liu, B Yu, W Shi - IEEE Access, 2020 - ieeexplore.ieee.org
… paper on a complete edge computing system of a production … computing resources of
low-power edge computing systems, … driving computing tasks to heterogeneous computing units …