Convergence of edge computing and deep learning: A comprehensive survey
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 …
massive amounts of data, and ever-increasing computing power is driving the core of …
Edge computing for autonomous driving: Opportunities and challenges
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 …
challenge of designing an edge computing ecosystem for autonomous vehicles is to deliver …
Computation offloading toward edge computing
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 …
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 …
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 …
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
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 …
surrounding environments, however, with the current state of technology, the data which a …
Energy aware edge computing: A survey
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 …
demands from end devices to smart things. Edge computing allows the computation to be …
OpenEI: An open framework for edge intelligence
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 …
academia due to its promise to reduce latency, save bandwidth, improve availability, and …
Connected vehicles: Technology review, state of the art, challenges and opportunities
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 …
rates and traffic congestion and to create disruptive, transformational mobility systems and …
Defog: fog computing benchmarks
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 …
application across the cloud-only, edge-only and cloud-edge (Fog) deployment platforms to …