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 …

Edge computing for autonomous driving: Opportunities and challenges

S Liu, L Liu, J Tang, B Yu, Y Wang… - Proceedings of the …, 2019 - ieeexplore.ieee.org
Safety is the most important requirement for autonomous vehicles; hence, the ultimate
challenge of designing an edge computing ecosystem for autonomous vehicles is to deliver …

Computation offloading toward edge computing

L Lin, X Liao, H Jin, P Li - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
We are living in a world where massive end devices perform computing everywhere and
everyday. However, these devices are constrained by the battery and computational …

Mobile edge intelligence and computing for the internet of vehicles

J Zhang, KB Letaief - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) is an emerging paradigm that is driven by recent
advancements in vehicular communications and networking. Meanwhile, the capability and …

Autonomous vehicles enabled by the integration of IoT, edge intelligence, 5G, and blockchain

A Biswas, HC Wang - Sensors, 2023 - mdpi.com
The wave of modernization around us has put the automotive industry on the brink of a
paradigm shift. Leveraging the ever-evolving technologies, vehicles are steadily …

F-cooper: Feature based cooperative perception for autonomous vehicle edge computing system using 3D point clouds

Q Chen, X Ma, S Tang, J Guo, Q Yang… - Proceedings of the 4th …, 2019 - dl.acm.org
Autonomous vehicles are heavily reliant upon their sensors to perfect the perception of
surrounding environments, however, with the current state of technology, the data which a …

Energy aware edge computing: A survey

C Jiang, T Fan, H Gao, W Shi, L Liu, C Cérin… - Computer …, 2020 - Elsevier
Edge computing is an emerging paradigm for the increasing computing and networking
demands from end devices to smart things. Edge computing allows the computation to be …

OpenEI: An open framework for edge intelligence

X Zhang, Y Wang, S Lu, L Liu… - 2019 IEEE 39th …, 2019 - ieeexplore.ieee.org
In the last five years, edge computing has attracted tremendous attention from industry and
academia due to its promise to reduce latency, save bandwidth, improve availability, and …

Connected vehicles: Technology review, state of the art, challenges and opportunities

G Abdelkader, K Elgazzar, A Khamis - Sensors, 2021 - mdpi.com
In an effort to reach accident-free milestones or drastically reduce/eliminate road fatalities
rates and traffic congestion and to create disruptive, transformational mobility systems and …

Defog: fog computing benchmarks

J McChesney, N Wang, A Tanwer, E De Lara… - Proceedings of the 4th …, 2019 - dl.acm.org
There are currently no benchmarks that can directly compare the performance of an
application across the cloud-only, edge-only and cloud-edge (Fog) deployment platforms to …