Toward edge-assisted Internet of Things: From security and efficiency perspectives

J Ni, X Lin, XS Shen - IEEE Network, 2019 - ieeexplore.ieee.org
As we are moving toward the Internet of Things (IoT) era, the number of connected physical
devices is increasing at a rapid pace. Mobile edge computing is emerging to handle the …

A survey on end-edge-cloud orchestrated network computing paradigms: Transparent computing, mobile edge computing, fog computing, and cloudlet

J Ren, D Zhang, S He, Y Zhang, T Li - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Sending data to the cloud for analysis was a prominent trend during the past decades,
driving cloud computing as a dominant computing paradigm. However, the dramatically …

[HTML][HTML] A review on edge analytics: Issues, challenges, opportunities, promises, future directions, and applications

S Nayak, R Patgiri, L Waikhom, A Ahmed - Digital Communications and …, 2022 - Elsevier
Edge technology aims to bring cloud resources (specifically, the computation, storage, and
network) to the closed proximity of the edge devices, ie, smart devices where the data are …

Edge computing: Classification, applications, and challenges

G Kaur, RS Batth - 2021 2nd International Conference on …, 2021 - ieeexplore.ieee.org
Edge computing is a relatively recent phenomenon in the computing world, which takes
cloud computing services closer to the end user and is distinguished by fast processing and …

Convergence of edge computing and deep learning: A comprehensive survey

X Wang, Y Han, VCM Leung, D Niyato… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
Ubiquitous sensors and smart devices from factories and communities are generating
massive amounts of data, and ever-increasing computing power is driving the core of …

[PDF][PDF] Edge-to-Cloud Intelligence: Enhancing IoT Devices with Machine Learning and Cloud Computing

S Kanungo - International Peer-Reviewed Journal, 2019 - irejournals.com
The rapid growth of the Internet of Things (IoT) has exponentially increased the number of
connected devices that generate large amounts of data. Leveraging advanced technologies …

A survey on edge computing systems and tools

F Liu, G Tang, Y Li, Z Cai, X Zhang… - Proceedings of the …, 2019 - ieeexplore.ieee.org
Driven by the visions of Internet of Things and 5G communications, the edge computing
systems integrate computing, storage, and network resources at the edge of the network to …

Towards analyzing the performance of hybrid edge-cloud processing

D Loghin, L Ramapantulu… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
While edge computing is gaining traction, organizations operating in geographically
distributed locations are still using cloud computing to collect and post-process data. In this …

The benefits of edge computing in healthcare, smart cities, and IoT

R Dave, N Seliya, N Siddiqui - arXiv preprint arXiv:2112.01250, 2021 - arxiv.org
Recent advancements in technology now allow for the generation of massive quantities of
data. There is a growing need to transmit this data faster and more securely such that it …

Cledge: A hybrid cloud-edge computing framework over information centric networking

MW Al Azad, S Shannigrahi, N Stergiou… - 2021 IEEE 46th …, 2021 - ieeexplore.ieee.org
In today's era of Internet of Things (IoT), where massive amounts of data are produced by IoT
and other devices, edge computing has emerged as a prominent paradigm for low-latency …